Results (PhD Chapter 2)
Section 2/2
This series of files compile all analyses done during Chapter 2:
- Section 1 presents indices of influence calculations.
- Section 2 presents HMSC and regressions results.
All analyses have been done with R 3.6.3.
Click on the table of contents in the left margin to assess a specific analysis.
Click on a figure to zoom it
Sources of activity considered for the analyses:
- aquaculture influence: AquaInf
- city influence: CityInf
- industries influence: InduInf
- dredging collecting zones: CollDred
- dredging dumping zones: DumpDred
- commercial ships mooring site: MoorShip
- commercial ships traffic routes: TrafShip
- rainwater sewers: RainSew
- wastewater sewers: WastSew
- city wharves: CityWha
- industries wharves: InduWha
Fisheries data considered for the analyses (expressed as number of fishing events or kilograms of collected individuals for each gear):
| Gear | Code | Years | Events | Species |
|---|---|---|---|---|
| Trap | TrapFish | 2010-2015 | 1061 | Buccinum sp., Cancer irroratus, Chionoecetes opilio, Homarus americanus |
| Bottom-trawl | TrawFish | 2013-2014 | 2 | Pandalus borealis |
| Net | NetFish | 2010 | 5 | Clupea harengus, Gadus morhua |
| Dredge | DredFish | 2010-2014 | 21 | Mactromeris polynyma |
1. Explorations
1.1. Correlations between all variables
Correlations have been calculated with Spearman’s rank coefficient.
| om | gravel | sand | silt | clay | arsenic | cadmium | chromium | copper | iron | manganese | mercury | lead | zinc | S | N | H | J | aquaculture | city | dredging_collect | dredging_dump | industry | shipping_mooring | shipping_traffic | sewers_rain | sewers_waste | wharves_city | wharves_industry | fisheries_trap | fisheries_trawl | fisheries_net | fisheries_dredge | cumulative_influence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| om | 1 | -0.379 | -0.708 | 0.68 | 0.023 | 0.57 | 0.486 | 0.606 | 0.593 | 0.586 | 0.568 | 0.537 | 0.587 | 0.605 | -0.026 | -0.121 | 0.122 | 0.136 | -0.41 | -0.033 | 0.22 | 0.43 | 0.309 | 0.518 | 0.291 | 0.239 | 0.401 | -0.073 | 0.366 | -0.508 | -0.213 | 0.004 | -0.238 | 0.274 |
| gravel | -0.379 | 1 | 0.186 | -0.471 | 0.099 | -0.127 | -0.23 | -0.194 | -0.23 | -0.232 | -0.199 | -0.207 | -0.169 | -0.235 | 0.029 | 0.007 | 0.012 | 0.07 | 0.143 | -0.068 | -0.175 | -0.161 | -0.081 | -0.216 | -0.02 | 0 | -0.073 | -0.061 | -0.166 | 0.16 | 0.172 | -0.055 | 0.068 | -0.12 |
| sand | -0.708 | 0.186 | 1 | -0.788 | -0.308 | -0.648 | -0.504 | -0.587 | -0.483 | -0.407 | -0.524 | -0.611 | -0.588 | -0.529 | 0.059 | 0.084 | 0.031 | -0.027 | 0.433 | 0.279 | -0.002 | -0.17 | -0.102 | -0.42 | -0.169 | -0.31 | -0.468 | 0.324 | -0.17 | 0.428 | 0.087 | -0.158 | 0.246 | -0.058 |
| silt | 0.68 | -0.471 | -0.788 | 1 | 0.05 | 0.548 | 0.482 | 0.506 | 0.441 | 0.362 | 0.449 | 0.566 | 0.519 | 0.493 | -0.054 | -0.013 | -0.068 | -0.055 | -0.409 | -0.15 | 0.046 | 0.179 | 0.079 | 0.424 | 0.083 | 0.247 | 0.391 | -0.196 | 0.175 | -0.385 | -0.18 | 0.119 | -0.241 | 0.076 |
| clay | 0.023 | 0.099 | -0.308 | 0.05 | 1 | 0.208 | 0.095 | 0.129 | 0.11 | 0.062 | 0.144 | 0.052 | 0.15 | 0.107 | -0.098 | -0.076 | -0.044 | 0.02 | -0.059 | -0.02 | 0.025 | 0.015 | 0.02 | 0.006 | 0.012 | 0.241 | 0.238 | -0.031 | 0.037 | -0.096 | -0.104 | 0.191 | -0.046 | 0.066 |
| arsenic | 0.57 | -0.127 | -0.648 | 0.548 | 0.208 | 1 | 0.797 | 0.862 | 0.791 | 0.656 | 0.78 | 0.707 | 0.902 | 0.87 | -0.266 | -0.149 | -0.193 | 0.008 | -0.657 | -0.067 | 0.06 | 0.216 | 0.076 | 0.66 | 0.214 | 0.522 | 0.709 | -0.158 | 0.213 | -0.444 | -0.237 | 0.078 | -0.466 | 0.181 |
| cadmium | 0.486 | -0.23 | -0.504 | 0.482 | 0.095 | 0.797 | 1 | 0.818 | 0.694 | 0.564 | 0.717 | 0.75 | 0.886 | 0.853 | -0.308 | -0.042 | -0.291 | -0.133 | -0.783 | -0.015 | -0.002 | 0.186 | -0.084 | 0.728 | 0.039 | 0.468 | 0.701 | -0.14 | 0.142 | -0.345 | -0.306 | -0.001 | -0.46 | 0.111 |
| chromium | 0.606 | -0.194 | -0.587 | 0.506 | 0.129 | 0.862 | 0.818 | 1 | 0.909 | 0.818 | 0.917 | 0.753 | 0.92 | 0.939 | -0.331 | -0.167 | -0.273 | -0.041 | -0.73 | -0.02 | 0.263 | 0.437 | 0.103 | 0.733 | 0.344 | 0.596 | 0.763 | -0.103 | 0.409 | -0.323 | -0.349 | 0.055 | -0.559 | 0.362 |
| copper | 0.593 | -0.23 | -0.483 | 0.441 | 0.11 | 0.791 | 0.694 | 0.909 | 1 | 0.808 | 0.842 | 0.715 | 0.872 | 0.952 | -0.298 | -0.172 | -0.225 | -0.025 | -0.655 | 0.238 | 0.438 | 0.571 | 0.219 | 0.752 | 0.432 | 0.641 | 0.755 | 0.169 | 0.536 | -0.319 | -0.451 | 0.033 | -0.602 | 0.553 |
| iron | 0.586 | -0.232 | -0.407 | 0.362 | 0.062 | 0.656 | 0.564 | 0.818 | 0.808 | 1 | 0.878 | 0.461 | 0.664 | 0.785 | -0.377 | -0.273 | -0.251 | 0.034 | -0.616 | 0.114 | 0.508 | 0.652 | 0.325 | 0.671 | 0.624 | 0.578 | 0.674 | 0.061 | 0.644 | -0.292 | -0.368 | 0.055 | -0.648 | 0.596 |
| manganese | 0.568 | -0.199 | -0.524 | 0.449 | 0.144 | 0.78 | 0.717 | 0.917 | 0.842 | 0.878 | 1 | 0.658 | 0.798 | 0.846 | -0.287 | -0.096 | -0.261 | -0.085 | -0.758 | -0.02 | 0.422 | 0.557 | 0.209 | 0.769 | 0.497 | 0.671 | 0.822 | -0.082 | 0.562 | -0.301 | -0.466 | 0.106 | -0.649 | 0.493 |
| mercury | 0.537 | -0.207 | -0.611 | 0.566 | 0.052 | 0.707 | 0.75 | 0.753 | 0.715 | 0.461 | 0.658 | 1 | 0.845 | 0.755 | -0.234 | -0.084 | -0.199 | -0.075 | -0.724 | -0.064 | 0.053 | 0.237 | -0.043 | 0.731 | 0.133 | 0.509 | 0.703 | -0.142 | 0.196 | -0.356 | -0.314 | 0.01 | -0.42 | 0.168 |
| lead | 0.587 | -0.169 | -0.588 | 0.519 | 0.15 | 0.902 | 0.886 | 0.92 | 0.872 | 0.664 | 0.798 | 0.845 | 1 | 0.939 | -0.304 | -0.135 | -0.252 | -0.051 | -0.707 | 0.029 | 0.129 | 0.316 | 0.05 | 0.739 | 0.211 | 0.599 | 0.769 | -0.065 | 0.277 | -0.376 | -0.307 | 0.036 | -0.475 | 0.275 |
| zinc | 0.605 | -0.235 | -0.529 | 0.493 | 0.107 | 0.87 | 0.853 | 0.939 | 0.952 | 0.785 | 0.846 | 0.755 | 0.939 | 1 | -0.32 | -0.145 | -0.253 | -0.056 | -0.718 | 0.152 | 0.307 | 0.471 | 0.151 | 0.791 | 0.341 | 0.603 | 0.764 | 0.067 | 0.429 | -0.359 | -0.397 | 0.026 | -0.578 | 0.431 |
| S | -0.026 | 0.029 | 0.059 | -0.054 | -0.098 | -0.266 | -0.308 | -0.331 | -0.298 | -0.377 | -0.287 | -0.234 | -0.304 | -0.32 | 1 | 0.561 | 0.705 | -0.052 | 0.348 | -0.141 | -0.113 | -0.158 | 0.077 | -0.255 | -0.045 | -0.315 | -0.33 | -0.069 | -0.151 | 0.079 | 0.217 | -0.112 | 0.335 | -0.164 |
| N | -0.121 | 0.007 | 0.084 | -0.013 | -0.076 | -0.149 | -0.042 | -0.167 | -0.172 | -0.273 | -0.096 | -0.084 | -0.135 | -0.145 | 0.561 | 1 | -0.041 | -0.683 | -0.005 | -0.061 | -0.139 | -0.163 | -0.169 | -0.023 | -0.111 | -0.116 | -0.067 | -0.061 | -0.169 | 0.183 | -0.008 | -0.137 | 0.029 | -0.133 |
| H | 0.122 | 0.012 | 0.031 | -0.068 | -0.044 | -0.193 | -0.291 | -0.273 | -0.225 | -0.251 | -0.261 | -0.199 | -0.252 | -0.253 | 0.705 | -0.041 | 1 | 0.598 | 0.373 | -0.087 | 0.026 | -0.014 | 0.285 | -0.243 | -0.028 | -0.306 | -0.328 | -0.004 | -0.015 | -0.058 | 0.163 | -0.035 | 0.425 | -0.089 |
| J | 0.136 | 0.07 | -0.027 | -0.055 | 0.02 | 0.008 | -0.133 | -0.041 | -0.025 | 0.034 | -0.085 | -0.075 | -0.051 | -0.056 | -0.052 | -0.683 | 0.598 | 1 | 0.186 | 0.01 | 0.073 | 0.054 | 0.236 | -0.128 | -0.021 | -0.105 | -0.146 | 0.034 | 0.061 | -0.168 | 0.033 | 0.127 | 0.23 | -0.014 |
| aquaculture | -0.41 | 0.143 | 0.433 | -0.409 | -0.059 | -0.657 | -0.783 | -0.73 | -0.655 | -0.616 | -0.758 | -0.724 | -0.707 | -0.718 | 0.348 | -0.005 | 0.373 | 0.186 | 1 | -0.069 | -0.168 | -0.306 | 0.128 | -0.827 | -0.183 | -0.597 | -0.839 | 0.079 | -0.271 | 0.282 | 0.594 | 0.02 | 0.722 | -0.233 |
| city | -0.033 | -0.068 | 0.279 | -0.15 | -0.02 | -0.067 | -0.015 | -0.02 | 0.238 | 0.114 | -0.02 | -0.064 | 0.029 | 0.152 | -0.141 | -0.061 | -0.087 | 0.01 | -0.069 | 1 | 0.292 | 0.369 | 0.051 | 0.299 | 0.133 | 0.324 | 0.162 | 0.969 | 0.255 | -0.097 | -0.401 | -0.012 | -0.424 | 0.564 |
| dredging_collect | 0.22 | -0.175 | -0.002 | 0.046 | 0.025 | 0.06 | -0.002 | 0.263 | 0.438 | 0.508 | 0.422 | 0.053 | 0.129 | 0.307 | -0.113 | -0.139 | 0.026 | 0.073 | -0.168 | 0.292 | 1 | 0.895 | 0.734 | 0.359 | 0.741 | 0.485 | 0.416 | 0.371 | 0.946 | 0.012 | -0.507 | 0.028 | -0.366 | 0.849 |
| dredging_dump | 0.43 | -0.161 | -0.17 | 0.179 | 0.015 | 0.216 | 0.186 | 0.437 | 0.571 | 0.652 | 0.557 | 0.237 | 0.316 | 0.471 | -0.158 | -0.163 | -0.014 | 0.054 | -0.306 | 0.369 | 0.895 | 1 | 0.723 | 0.588 | 0.805 | 0.545 | 0.521 | 0.436 | 0.956 | -0.173 | -0.465 | -0.048 | -0.518 | 0.924 |
| industry | 0.309 | -0.081 | -0.102 | 0.079 | 0.02 | 0.076 | -0.084 | 0.103 | 0.219 | 0.325 | 0.209 | -0.043 | 0.05 | 0.151 | 0.077 | -0.169 | 0.285 | 0.236 | 0.128 | 0.051 | 0.734 | 0.723 | 1 | 0.183 | 0.656 | 0.17 | 0.146 | 0.17 | 0.765 | -0.172 | -0.09 | -0.086 | -0.041 | 0.61 |
| shipping_mooring | 0.518 | -0.216 | -0.42 | 0.424 | 0.006 | 0.66 | 0.728 | 0.733 | 0.752 | 0.671 | 0.769 | 0.731 | 0.739 | 0.791 | -0.255 | -0.023 | -0.243 | -0.128 | -0.827 | 0.299 | 0.359 | 0.588 | 0.183 | 1 | 0.41 | 0.592 | 0.766 | 0.24 | 0.5 | -0.417 | -0.597 | -0.05 | -0.728 | 0.543 |
| shipping_traffic | 0.291 | -0.02 | -0.169 | 0.083 | 0.012 | 0.214 | 0.039 | 0.344 | 0.432 | 0.624 | 0.497 | 0.133 | 0.211 | 0.341 | -0.045 | -0.111 | -0.028 | -0.021 | -0.183 | 0.133 | 0.741 | 0.805 | 0.656 | 0.41 | 1 | 0.568 | 0.451 | 0.232 | 0.834 | -0.005 | -0.181 | 0.097 | -0.521 | 0.825 |
| sewers_rain | 0.239 | 0 | -0.31 | 0.247 | 0.241 | 0.522 | 0.468 | 0.596 | 0.641 | 0.578 | 0.671 | 0.509 | 0.599 | 0.603 | -0.315 | -0.116 | -0.306 | -0.105 | -0.597 | 0.324 | 0.485 | 0.545 | 0.17 | 0.592 | 0.568 | 1 | 0.892 | 0.279 | 0.571 | -0.07 | -0.509 | 0.209 | -0.747 | 0.661 |
| sewers_waste | 0.401 | -0.073 | -0.468 | 0.391 | 0.238 | 0.709 | 0.701 | 0.763 | 0.755 | 0.674 | 0.822 | 0.703 | 0.769 | 0.764 | -0.33 | -0.067 | -0.328 | -0.146 | -0.839 | 0.162 | 0.416 | 0.521 | 0.146 | 0.766 | 0.451 | 0.892 | 1 | 0.069 | 0.523 | -0.257 | -0.569 | 0.061 | -0.75 | 0.522 |
| wharves_city | -0.073 | -0.061 | 0.324 | -0.196 | -0.031 | -0.158 | -0.14 | -0.103 | 0.169 | 0.061 | -0.082 | -0.142 | -0.065 | 0.067 | -0.069 | -0.061 | -0.004 | 0.034 | 0.079 | 0.969 | 0.371 | 0.436 | 0.17 | 0.24 | 0.232 | 0.279 | 0.069 | 1 | 0.331 | -0.042 | -0.34 | 0.016 | -0.35 | 0.632 |
| wharves_industry | 0.366 | -0.166 | -0.17 | 0.175 | 0.037 | 0.213 | 0.142 | 0.409 | 0.536 | 0.644 | 0.562 | 0.196 | 0.277 | 0.429 | -0.151 | -0.169 | -0.015 | 0.061 | -0.271 | 0.255 | 0.946 | 0.956 | 0.765 | 0.5 | 0.834 | 0.571 | 0.523 | 0.331 | 1 | -0.094 | -0.454 | 0.037 | -0.497 | 0.9 |
| fisheries_trap | -0.508 | 0.16 | 0.428 | -0.385 | -0.096 | -0.444 | -0.345 | -0.323 | -0.319 | -0.292 | -0.301 | -0.356 | -0.376 | -0.359 | 0.079 | 0.183 | -0.058 | -0.168 | 0.282 | -0.097 | 0.012 | -0.173 | -0.172 | -0.417 | -0.005 | -0.07 | -0.257 | -0.042 | -0.094 | 1 | 0.226 | 0.132 | 0.145 | -0.075 |
| fisheries_trawl | -0.213 | 0.172 | 0.087 | -0.18 | -0.104 | -0.237 | -0.306 | -0.349 | -0.451 | -0.368 | -0.466 | -0.314 | -0.307 | -0.397 | 0.217 | -0.008 | 0.163 | 0.033 | 0.594 | -0.401 | -0.507 | -0.465 | -0.09 | -0.597 | -0.181 | -0.509 | -0.569 | -0.34 | -0.454 | 0.226 | 1 | -0.071 | 0.513 | -0.458 |
| fisheries_net | 0.004 | -0.055 | -0.158 | 0.119 | 0.191 | 0.078 | -0.001 | 0.055 | 0.033 | 0.055 | 0.106 | 0.01 | 0.036 | 0.026 | -0.112 | -0.137 | -0.035 | 0.127 | 0.02 | -0.012 | 0.028 | -0.048 | -0.086 | -0.05 | 0.097 | 0.209 | 0.061 | 0.016 | 0.037 | 0.132 | -0.071 | 1 | -0.08 | 0.077 |
| fisheries_dredge | -0.238 | 0.068 | 0.246 | -0.241 | -0.046 | -0.466 | -0.46 | -0.559 | -0.602 | -0.648 | -0.649 | -0.42 | -0.475 | -0.578 | 0.335 | 0.029 | 0.425 | 0.23 | 0.722 | -0.424 | -0.366 | -0.518 | -0.041 | -0.728 | -0.521 | -0.747 | -0.75 | -0.35 | -0.497 | 0.145 | 0.513 | -0.08 | 1 | -0.617 |
| cumulative_influence | 0.274 | -0.12 | -0.058 | 0.076 | 0.066 | 0.181 | 0.111 | 0.362 | 0.553 | 0.596 | 0.493 | 0.168 | 0.275 | 0.431 | -0.164 | -0.133 | -0.089 | -0.014 | -0.233 | 0.564 | 0.849 | 0.924 | 0.61 | 0.543 | 0.825 | 0.661 | 0.522 | 0.632 | 0.9 | -0.075 | -0.458 | 0.077 | -0.617 | 1 |
According to these results, many variables are correlated (\(|\rho|\) > 0.80). We can group abiotic parameters to reduce multicolinearity in the following SDM, but not for influence indices as we need to consider them all. Based on these coefficients, we can regroup:
- organic matter and sand (sand deleted)
- arsenic, chromium, lead and zinc (chromium, lead and zinc deleted)
1.2. Relationships between indices and parameters
This section explores relationships between human activity exposure indices (dependant variables) and biotic and abiotic parameters (predictors).
Several types of models were considered to explore relationships: linear, quadratic, exponential and logarithmic. The model with the highest \(R^{2}\) is presented on each plot. Only linear models were implemented, as there are some bugs with the calculation of the others.
AquaInf
CityInf
InduInf
CollDred
DumpDred
MoorShip
TrafShip
RainSew
WastSew
CityWha
InduWha
TrapFish
TrawFish
NetFish
DredFish
Cumulative Influence
1.3. Species abundances by cumulative influence index
Let’s have a look at the distribution of species phyla along the gradient of cumulative influence.
| Phylum | low | bad | moderate | high | good |
|---|---|---|---|---|---|
| Annelida | NA | 29.5 | 32.3 | 19.7 | NA |
| Arthropoda | NA | 20.3 | 50.6 | 26.3 | NA |
| Cnidaria | NA | 0.1 | 0 | 0 | NA |
| Echinodermata | NA | 13.5 | 1.32 | 5.12 | NA |
| Mollusca | NA | 10.8 | 13.5 | 15.9 | NA |
| Nematoda | NA | 22.7 | 9.95 | 0.0625 | NA |
| Nemertea | NA | 0 | 0.195 | 0 | NA |
| Sipuncula | NA | 0 | 0.268 | 0.438 | NA |
2. Species Distribution Modelling
The aim here is to predict the structure of benthic communities based on the values of environmental variables.
We will use abiotic parameters and the indices of human influence (calculated in Section 1) as predictors. We tested different methods: GLMs, GAMs, Random Forest and HMSC. Each method has been developed in dedicated scripts, whose final objects were imported here to present results and trends.
For each method, results are presented with a table regrouping McFadden’s or Tjur’s pseudo-R2, validation ratios and variables coefficients, and with maps displaying the probability of presence of each taxon for which the pseudo-R2 is higher than 0.20 (and different than 1). The raster presents results of the SDM (grey: low probability, dark blue: high). Stations are either plotted with colors (green = taxa present, red = taxon absent) or with circles (wider circcles = higher taxon density).
2.1. Generalized Linear Models
Presence/absence data
Here, we considered presence/absence data with a binomial distribution.
Abiotic parameters
| Pseudo-R2 | intercept | om | gravel | silt | clay | arsenic | cadmium | copper | iron | manganese | mercury | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aceroides_aceroides_latipes | 0.22 | -10.3 | 0.701 | -32.6 | -1.06 | -0.492 | -0.584 | -0.107 | 0.799 | -2.04 | 0.665 | 0.569 |
| akanthophoreus_gracilis | 0.22 | -1.77 | 0.72 | -0.256 | -0.317 | -2.08 | 1.78 | -1.2 | -0.452 | -1.12 | -0.58 | 0.669 |
| ameritella_agilis | 0.28 | -4.76 | -0.225 | 0.381 | 0.471 | -0.0246 | 1.12 | 1.56 | -0.507 | 0.674 | -5.38 | -0.717 |
| ameroculodes_edwardsi | 0.39 | -314 | 1.65 | 0.307 | -0.361 | -1687 | 0.644 | -0.774 | 0.782 | -1.1 | -4.3 | -0.374 |
| ampelisca_vadorum | 1 | -139 | 23.8 | 16.8 | -5.39 | -85.7 | 28.2 | -50.2 | -11 | -9.73 | 25 | -36.3 |
| amphipoda | 0.06 | -0.634 | 0.253 | 0.141 | -0.0772 | 0.277 | 0.41 | 0.166 | -0.15 | -0.543 | 0.176 | 0.202 |
| anonyx_lilljeborgi | 0.12 | -2.59 | 0.064 | -0.213 | -0.381 | -0.0595 | -0.538 | -0.465 | -0.364 | -0.968 | 1.03 | 0.00569 |
| anthozoa | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| arcteobia_anticostiensis | 1 | -157 | -9.45 | 1.88 | 25.7 | 3.61 | -99.4 | 46.6 | 7.77 | 5.16 | -96.3 | -33.5 |
| arrhoges_occidentalis | 1 | -698 | -308 | -46.1 | 216 | -836 | -55.9 | -14 | 63.8 | -219 | 130 | -344 |
| astarte_sp | 0.49 | -363 | -1.47 | -1.02 | -1.46 | -1941 | 2.28 | -2.47 | 3.35 | -0.149 | -7.68 | 0.84 |
| axinopsida_orbiculata | 0.15 | -350 | 0.179 | 0.145 | 0.459 | -1899 | 0.175 | 0.491 | -0.0483 | 0.0278 | -0.52 | -1.75 |
| axiothella_catenata | 1 | -125 | 48.3 | 4.67 | 15.1 | 29.5 | -98.2 | 6.72 | 30.9 | -96.1 | 19.6 | 13.8 |
| bathymedon_longimanus | 0.75 | -45.8 | -0.956 | -16.6 | 3.38 | -66.1 | -19.9 | 7.02 | 2.35 | 0.891 | -18.4 | -11.6 |
| bathymedon_obtusifrons | -12.23 | -3.3e+15 | -1.49e+15 | 7.24e+14 | 1.38e+15 | -7.53e+14 | -1.75e+15 | 6.27e+14 | 1.94e+15 | -4.87e+14 | -5.42e+14 | -6.12e+14 |
| bipalponephtys_neotena | 0.34 | 2.73 | 3.35 | 0.149 | 0.0756 | 0.191 | -0.593 | 0.233 | -0.634 | -0.492 | 0.406 | -0.187 |
| boreochiton_ruber | 0.61 | -416 | -14.2 | 0.61 | 3.38 | -2147 | -9.39 | 1.35 | 4.62 | -1.69 | -4.8 | -5.78 |
| brachydiastylis_sp | 0.56 | -259 | -4.99 | 1.19 | 3.89 | -1353 | 1.93 | -1.36 | -1.3 | -0.242 | 2.17 | -6.95 |
| byblis_gaimardii | 0.3 | -314 | 0.0612 | 0.387 | -0.109 | -1687 | 0.906 | -0.653 | -1.42 | -0.56 | -0.422 | -0.415 |
| cancer_irroratus | 1 | -512 | -262 | 86.7 | 75.8 | 43.8 | 54.4 | 230 | 104 | -257 | -192 | -14.6 |
| caprella_septentrionalis | 0.63 | -15.3 | -4.19 | 2.21 | -2.77 | 3.99 | -6.9 | 7.77 | 11.1 | -15.9 | 0.0592 | 1.47 |
| chaetodermatida | 0.15 | -3.61 | -0.0259 | -0.529 | -0.183 | -7.93 | 0.119 | -0.603 | 0.494 | -0.493 | -0.957 | 0.087 |
| chionoecetes_opilio | -6.59 | -2.54e+15 | 9.98e+13 | 8.09e+13 | 1.36e+15 | -2.07e+15 | -4.63e+14 | -3.6e+14 | -9.33e+13 | -3.85e+14 | 8.51e+14 | -1.17e+15 |
| chlamys_islandica | 1 | -183 | -134 | -4.48 | 64.1 | -106 | 5.14 | -40.8 | 62.6 | 9.69 | -19.2 | -69.4 |
| chone_sp | 1 | -646 | -267 | -134 | 19.7 | 1.93 | -116 | 303 | 422 | -593 | -137 | 60.2 |
| ciliatocardium_ciliatum | 1 | -265 | 169 | -8.55 | -257 | 236 | 92.7 | -68.4 | 83.8 | -85.6 | -162 | 51.1 |
| cirripedia | 1 | -44.2 | -2.64 | 1.01 | -3.93 | 6.16 | -8.43 | 5.17 | -13.3 | -0.0516 | 18.4 | -5.74 |
| cistenides_granulata | 0.21 | -2.35 | 0.326 | 0.0192 | -0.312 | -1.3 | 0.612 | -0.313 | -1.44 | -0.267 | -0.162 | 0.134 |
| cossura_longocirrata | 1 | -1045 | -204 | 335 | 749 | 134 | -28.5 | 361 | -190 | 392 | -120 | 26.9 |
| crassicorophium_bonellii | 0.59 | -273 | -2.76 | -0.438 | 1.55 | -1450 | 0.901 | -2.44 | -0.651 | -2.1 | 5.2 | -3 |
| crenella_decussata | 0.78 | -29.8 | -13.5 | 3.57 | 2.27 | 5.28 | -15.1 | 0.328 | 2.79 | 1.54 | -10.6 | -6.1 |
| cumacea | 0.17 | -128 | -0.618 | -30.3 | -0.344 | -627 | 0.362 | -0.956 | 0.167 | -0.652 | 1.86 | -0.542 |
| cyclocardia_borealis | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| cyrtodaria_siliqua | 1 | -748 | -389 | -92.1 | 31.2 | 126 | -264 | 124 | 165 | 86 | -288 | -321 |
| diastylis_rathkei | 0.3 | -4.08 | -2.19 | 1.09 | 2.62 | -1.3 | -1.44 | -0.453 | 0.895 | 0.85 | 1.02 | -1.93 |
| diastylis_sculpta | 0.39 | -5.76 | -2.69 | -0.37 | 2.21 | -0.912 | -2.92 | -1.7 | 3.98 | -0.997 | 0.224 | -2.19 |
| diastylis_sp | 0.57 | -26.8 | 1.92 | -14.4 | 3.14 | -60 | -3.08 | 1.47 | -0.572 | 0.875 | -5.51 | -3.01 |
| echinarachnius_parma | 0.62 | -18.9 | -6.29 | 0.0261 | 3.29 | 0.621 | -17.8 | 2.07 | 2.69 | 1.32 | -7.79 | -5.6 |
| edotia_montosa | 1 | -147 | 144 | -53 | -168 | 124 | -43.5 | 33.2 | 45.8 | -118 | 105 | -63.9 |
| ennucula_tenuis | 0.29 | -0.407 | 1.06 | 0.242 | 0.202 | -0.866 | 2.11 | -2.32 | 0.0303 | -0.0814 | -2.15 | 1.1 |
| eteone_sp | 0.19 | -370 | -2.12 | 0.425 | 0.902 | -1998 | 0.306 | -0.623 | 0.896 | 0.209 | -0.398 | -0.223 |
| euchone_sp | -12.23 | -3.3e+15 | -1.49e+15 | 7.24e+14 | 1.38e+15 | -7.53e+14 | -1.75e+15 | 6.27e+14 | 1.94e+15 | -4.87e+14 | -5.42e+14 | -6.12e+14 |
| eudorella_emarginata | 0.41 | -258 | -0.0962 | 1.32 | 2.36 | -1383 | -0.181 | 1.1 | -0.138 | -0.151 | -0.0414 | 0.629 |
| eudorellopsis_integra | 0.42 | -7.42 | 2.73 | -0.449 | -0.512 | -45.4 | 0.6 | -0.891 | -1.54 | -1.09 | 1.96 | 0.588 |
| euspira_pallida | 0.3 | -110 | -1.75 | -27.2 | 1.67 | -521 | 0.638 | -1.96 | 1.82 | -1.49 | -0.54 | -2.49 |
| glycera_capitata | 1 | -109 | -74.7 | 32.4 | 37.1 | 13.8 | -26.7 | 13.5 | 47.5 | 15.7 | -23.7 | 16.8 |
| glycera_sp | 0.61 | -28.5 | -17 | 8.45 | 10.7 | -3.52 | -10 | 14.6 | 19 | -20.3 | -2.11 | 2.27 |
| goniada_maculata | 0.23 | -361 | 0.843 | -1.18 | -0.0669 | -1966 | 0.587 | -0.181 | -0.932 | -0.154 | -0.592 | 0.273 |
| guernea_prinassus_nordenskioldi | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| halacaridae_spp | 1 | -183 | -134 | -4.48 | 64.1 | -106 | 5.14 | -40.8 | 62.6 | 9.69 | -19.2 | -69.4 |
| haminoea_solitaria | 0.4 | -28.3 | 2.88 | -26 | -1.79 | -48.6 | -1.19 | 1.98 | -0.646 | -2.9 | -4.97 | -3.97 |
| hardametopa_carinata | -12.23 | -3.3e+15 | -1.49e+15 | 7.24e+14 | 1.38e+15 | -7.53e+14 | -1.75e+15 | 6.27e+14 | 1.94e+15 | -4.87e+14 | -5.42e+14 | -6.12e+14 |
| harmothoe_sp | 0.31 | -297 | -1.35 | 1.75 | 3.21 | -1593 | -0.813 | -0.895 | 1.42 | 0.0859 | 1.26 | -2.62 |
| harpacticoida | 0.15 | -0.131 | -0.242 | -0.495 | -0.954 | 0.0196 | -0.613 | 0.0931 | 0.246 | -0.00758 | -0.226 | 0.98 |
| hediste_diversicolor | 0.41 | -4.26 | 0.506 | -0.27 | -0.137 | 1.07 | -6.01 | 1.08 | 2.73 | -5.96 | 4.93 | -1.07 |
| heteranomia_squamula | 1 | -95.8 | -10.4 | 6.6 | -1.75 | 23.8 | -107 | -11.8 | 7.06 | -26.8 | 42.8 | 10.2 |
| hiatella_arctica | 1 | -2069 | -880 | 66.6 | 223 | 410 | -1433 | -57.3 | 319 | 114 | -701 | -355 |
| holothuroidea | 0.65 | -42 | 2.06 | -30.9 | -4.33 | -136 | -1.49 | -1.86 | 3.59 | -1.28 | -2.83 | -0.649 |
| idotea_phosphorea | 0.42 | -10.7 | -4.45 | 1.46 | 2.09 | -2.41 | -0.559 | 4.09 | 5.02 | -7.25 | -3.49 | -2.26 |
| ischyroceridae_spp | 1 | -164 | 123 | -37.8 | -77 | 98.7 | -142 | -27.2 | 97.6 | -117 | 37.3 | 30.2 |
| ischyrocerus_anguipes | 1 | -319 | 145 | -32.9 | -159 | 125 | -185 | 223 | 274 | -343 | 38.5 | -6.08 |
| isopoda | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| lacuna_vincta | 1 | -512 | -262 | 86.7 | 75.8 | 43.8 | 54.4 | 230 | 104 | -257 | -192 | -14.6 |
| lamprops_fuscatus | 0.19 | -2.96 | -0.988 | -0.577 | 0.159 | -0.551 | -2.13 | -0.319 | 0.626 | 0.418 | 0.392 | 0.0473 |
| lamprops_quadriplicata | 1 | -128 | -21.6 | -1.94 | -38.1 | 45.3 | 59.9 | 1.64 | -33.9 | -136 | 71.4 | 35.9 |
| lepeta_caeca | 0.39 | -410 | -3.95 | 0.999 | 1.93 | -2204 | -1.6 | 0.939 | 2.13 | -0.0841 | -2.69 | -2.09 |
| leucon_leucon_nasicoides | 0.28 | -320 | 1.61 | -0.402 | -0.378 | -1745 | 0.324 | -0.581 | -0.663 | -0.364 | 0.27 | 0.664 |
| littorina_littorea | 0.52 | -383 | -2.2 | 1 | 1.44 | -2034 | -1.35 | 4.21 | 5.35 | -5.68 | -5.87 | -2.6 |
| lumbrineridae_spp | 0.73 | -35 | 5.15 | -1.2 | 10.2 | -39.1 | -28.3 | 4.43 | -1.98 | 2.06 | -1.22 | -6.54 |
| lysianassidae_spp | 1 | -350 | -96.8 | -250 | 101 | 27.2 | -249 | -6.56 | 53 | -17.1 | 12.5 | -129 |
| macoma_calcarea | 0.16 | 1.64 | 1.27 | -0.459 | -0.187 | -0.359 | -0.0613 | -0.443 | -0.799 | -0.321 | 0.467 | -0.226 |
| maera_danae | 1 | -646 | -267 | -134 | 19.7 | 1.93 | -116 | 303 | 422 | -593 | -137 | 60.2 |
| maldane_sarsi | -6.59 | -1.92e+15 | -2.39e+14 | -2.2e+13 | 9.55e+14 | -1.68e+15 | -2.4e+14 | -7.47e+14 | 1.35e+15 | -5.59e+14 | 3.47e+12 | -4.07e+14 |
| maldanidae_spp | 0.18 | -9.24 | 0.289 | -28.9 | 0.382 | -0.868 | -0.227 | -0.531 | 0.45 | -0.221 | -0.202 | 0.498 |
| monoculopsis_longicornis | 0.63 | -86.7 | -1.56 | -28.2 | 0.0108 | -388 | 1.75 | -3.34 | 4.33 | -3.73 | -3.27 | -1 |
| muculus_musculus_discors | 1 | -183 | -134 | -4.48 | 64.1 | -106 | 5.14 | -40.8 | 62.6 | 9.69 | -19.2 | -69.4 |
| mytilus_sp | 0.2 | -2.88 | -0.195 | 0.148 | 0.607 | -0.934 | -1.53 | 0.538 | 2.4 | -2.36 | 0.259 | -2.23 |
| nematoda | 0.47 | -2.46 | -0.855 | -0.28 | -0.609 | -9.59 | 1.05 | -1.13 | -1.24 | -2.35 | 1.62 | 0.326 |
| nemertea | 1 | -92.7 | -51 | 26.9 | 22.7 | 2.98 | -38.2 | 29.9 | 30.5 | 7.02 | -28.1 | 17.9 |
| neoleanira_tetragona | 1 | -115 | 4.49 | -11.7 | -23.4 | 24.8 | 41.3 | 32.9 | 4.49 | -32 | -90 | -24.2 |
| nephtyidae_spp | 0.33 | -130 | -1.64 | -32.4 | 0.881 | -638 | 1.07 | -0.117 | -0.174 | -3.87 | 2.61 | -0.207 |
| nephtys_caeca | 0.35 | -374 | -0.955 | 0.485 | -0.0885 | -2021 | -0.971 | 1.71 | -0.0958 | 1.09 | -0.57 | -0.714 |
| nephtys_incisa | 0.26 | -1.32 | 1.8 | 0.147 | -0.0453 | -0.0824 | 0.75 | -1.76 | 0.237 | -0.934 | -0.859 | 0.369 |
| nephtys_sp | 0.09 | -124 | -0.353 | -31.1 | 0.285 | -612 | 0.259 | -0.139 | 0.614 | -0.873 | -0.243 | -0.272 |
| nuculana_minuta | 0.16 | -325 | 0.402 | 0.256 | 0.451 | -1758 | -0.758 | -0.518 | -0.174 | -0.675 | 0.304 | -0.531 |
| nymphonidae_spp | 1 | -95.8 | -10.4 | 6.6 | -1.75 | 23.8 | -107 | -11.8 | 7.06 | -26.8 | 42.8 | 10.2 |
| oenopota_sp | 0.32 | -4.73 | -1.07 | 0.825 | 1.73 | -0.958 | 0.288 | -0.227 | 1.85 | -5.84 | 3.17 | -1.66 |
| oligochaeta | 0.36 | -110 | 0.884 | -28.9 | 0.104 | -541 | -2.15 | 0.548 | 0.613 | 0.0317 | -0.209 | 1.17 |
| ophelia_limacina | 0.17 | -364 | -1.23 | 0.642 | 0.42 | -1966 | 0.302 | 0.0372 | 0.753 | 0.0149 | -1.31 | 0.786 |
| opheliidae_spp | 0.6 | -135 | -1.28 | 2.39 | 4.39 | -642 | 4.28 | 3.63 | -2.03 | 1.84 | -11.2 | -10.9 |
| ophiopholis_aculeata | 1 | -382 | -167 | 19.9 | 171 | -728 | 38.3 | -91.9 | 38.3 | 1.82 | 66.6 | -207 |
| ophiura_robusta | 1 | -1451 | -896 | -28.5 | -3.36 | 311 | -324 | -168 | 244 | 155 | -671 | -12.7 |
| orchomenella_minuta | 1 | -96.5 | 41.7 | 5.83 | 24.9 | -20 | -16.3 | -61.4 | 34.5 | 0.469 | -29.8 | 17.9 |
| ostracoda | 0.2 | -1.77 | 0.218 | -0.798 | 0.196 | -1.5 | 0.757 | -0.963 | 0.922 | -0.903 | -1.23 | -0.232 |
| pagurus_sp | 1 | -157 | -9.45 | 1.88 | 25.7 | 3.61 | -99.4 | 46.6 | 7.77 | 5.16 | -96.3 | -33.5 |
| pagurus_pubescens | 0.7 | -49.6 | -8.77 | 2.33 | -3.38 | -9.06 | -47.1 | -1.85 | 4.58 | -5.28 | -1.21 | 2.49 |
| pandalus_montagui | 1 | -35.8 | -0.149 | -5.46 | -0.46 | 2.35 | -8.52 | -11.2 | -0.661 | -2.18 | 15 | 7.35 |
| parathyasira_equalis | 0.4 | -28.3 | 2.88 | -26 | -1.79 | -48.6 | -1.19 | 1.98 | -0.646 | -2.9 | -4.97 | -3.97 |
| parvicardium_pinnulatum | 0.34 | -6.95 | -3.92 | 0.326 | 2.57 | -0.664 | -0.914 | 0.643 | 2.43 | -1.01 | -2.06 | -3.86 |
| periploma_leanum | 0.3 | -132 | -1.57 | -28.8 | 1.05 | -647 | 0.474 | 1.38 | 2.51 | -4.71 | 0.708 | 0.77 |
| philine_lima | 1 | -157 | -9.45 | 1.88 | 25.7 | 3.61 | -99.4 | 46.6 | 7.77 | 5.16 | -96.3 | -33.5 |
| philomedes_sp | 0.3 | -331 | 0.403 | 0.298 | -0.692 | -1780 | 0.817 | -0.493 | -0.679 | -0.419 | 0.115 | -1.46 |
| pholoe_longa | -12.23 | -3.3e+15 | -1.49e+15 | 7.24e+14 | 1.38e+15 | -7.53e+14 | -1.75e+15 | 6.27e+14 | 1.94e+15 | -4.87e+14 | -5.42e+14 | -6.12e+14 |
| pholoe_sp | 0.17 | -0.439 | 0.829 | -0.157 | 0.0199 | -1.01 | -1.33 | -0.84 | 0.536 | -0.816 | 1 | -0.426 |
| phoxocephalus_holbolli | 0.18 | -1.72 | -0.81 | -0.144 | -0.105 | 0.694 | -0.591 | 0.645 | -0.0545 | -0.254 | -0.326 | -0.134 |
| polynoidae_spp | 0.24 | -1.34 | 2.01 | -0.747 | -0.661 | -0.0722 | -0.138 | -0.634 | -0.544 | -0.851 | -0.163 | 0.776 |
| pontogeneia_inermis | 1 | -114 | -50.3 | 32.4 | 68.2 | -9.71 | -45.9 | -53.4 | 99.5 | 8.83 | -19 | -6.33 |
| pontoporeia_femorata | 0.36 | -338 | 0.279 | 0.184 | 0.893 | -1835 | -1.69 | 0.418 | 0.606 | 0.0448 | 1.06 | 0.0201 |
| praxillella_praetermissa | 0.22 | -10.4 | -0.0951 | -27.9 | 0.351 | -1.64 | 0.225 | 0.0771 | 0.313 | -0.936 | 0.819 | 0.226 |
| propebela_turricula | 0.16 | -127 | 0.459 | -32.1 | -0.298 | -629 | 0.0398 | -0.808 | 0.116 | -1.62 | 1.11 | -0.167 |
| protomedeia_fasciata | 0.31 | -286 | -0.911 | 1.22 | 2.75 | -1540 | -4.2 | 0.107 | 0.9 | -0.0794 | 2.45 | -1.89 |
| protomedeia_grandimana | 0.33 | -1.19 | 2.01 | -0.0472 | -0.822 | -6.3 | -1.32 | -1.24 | 0.52 | -1.05 | 0.78 | 1.81 |
| puncturella_noachina | 1 | -92.7 | -51 | 26.9 | 22.7 | 2.98 | -38.2 | 29.9 | 30.5 | 7.02 | -28.1 | 17.9 |
| quasimelita_formosa | 0.15 | -1.69 | 0.709 | 0.0513 | 0.495 | -1.5 | -0.0448 | -0.729 | 0.615 | -0.132 | -1.5 | 0.136 |
| quasimelita_quadrispinosa | 1 | -164 | 123 | -37.8 | -77 | 98.7 | -142 | -27.2 | 97.6 | -117 | 37.3 | 30.2 |
| retusa_obtusa | 1 | -157 | -39.6 | 22.1 | -1.39 | 27.6 | -162 | 42.3 | 79.8 | 30.1 | 4.63 | -16.2 |
| sabellidae_spp | 0.32 | -10.6 | 0.201 | -29.7 | -0.71 | 1.38 | -1.32 | 1.35 | -0.211 | -0.353 | 0.974 | 0.524 |
| scoletoma_fragilis | 0.59 | -22.7 | -0.434 | -13 | 10.3 | 2.62 | -10.2 | 1.24 | 14.3 | -13.6 | 11 | -9.35 |
| scoletoma_sp | 0.66 | -42 | -16.6 | -24.6 | 5.96 | -59.7 | 6.13 | -4.62 | 9.75 | 2.44 | -14.1 | -10.5 |
| scoloplos_sp | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| serripes_groenlandicus | -2.79 | -1.57e+15 | -3.25e+14 | 2.13e+14 | -5.27e+13 | -1.58e+15 | -6.07e+13 | 1.17e+14 | 3.94e+14 | -1.63e+14 | -4.66e+13 | 1.04e+14 |
| sipuncula | 0.2 | -11 | -0.0619 | -30.3 | 1.61 | -0.925 | -0.215 | -0.00398 | 0.945 | -1.09 | 0.0207 | -0.753 |
| solamen_glandula | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| solariella_sp | 0.63 | -15.8 | -2.21 | 1.24 | 4.69 | -20.2 | 2.72 | -2.66 | 1.35 | -0.9 | -6.38 | -8.38 |
| strongylocentrotus_sp | 1 | -253 | -146 | 27.6 | 119 | -377 | 25.6 | -55.6 | 63.1 | 12.9 | 0.18 | -132 |
| tachyrhynchus_erosus | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| thracia_septentrionalis | 0.13 | -1.71 | -0.822 | 0.142 | 0.366 | 0.264 | -0.0392 | 0.292 | -0.0256 | -0.361 | 0.192 | -0.904 |
| thyasira_gouldi | 0.19 | -1.94 | 1.1 | -0.215 | -0.0916 | -4.1 | 0.117 | -1.43 | 0.167 | -1.21 | 0.0981 | 0.231 |
| thyasira_sp | 0 | -26.6 | 9.71e-15 | -2.81e-15 | -9.5e-15 | 6.06e-15 | 5.66e-15 | 2.43e-15 | -1.26e-14 | 4.18e-15 | -7.2e-15 | 8.98e-15 |
| trichotropis_bicarinata | 0.16 | -108 | 0.248 | -30.8 | 0.0429 | -510 | 0.202 | -0.253 | 0.355 | -0.0709 | -1.67 | -1.39 |
| turritellopsis_stimpsoni | 0.52 | -191 | 6.82 | -1 | -6.93 | -990 | 2.76 | -2.54 | 2.35 | -5.67 | -3.81 | 1.61 |
| yoldia_myalis | 0.07 | -347 | 0.472 | -0.0246 | -0.687 | -1877 | 0.19 | -0.216 | -0.394 | -0.408 | 0.414 | 0.116 |
Diagnostics for each model can be found here.
Prediction of specific richness based on this model:
Influence indices
| Pseudo-R2 | intercept | aquaculture | city | dredging_collect | dredging_dump | industry | shipping_mooring | shipping_traffic | sewers_rain | sewers_waste | wharves_city | wharves_industry | fisheries_trap | fisheries_trawl | fisheries_net | fisheries_dredge | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aceroides_aceroides_latipes | 0.36 | -2.41 | -10.1 | -5.22 | 1.98 | 8.67 | 4.37 | -4.07 | 2.92 | 2.48 | -6.14 | 6.9 | -17.1 | 0.217 | -2.9 | -1.1 | 3.11 |
| akanthophoreus_gracilis | 0.4 | -49 | 0.876 | -1.66 | 1.11 | -3.88 | 3.21 | 0.491 | 2.46 | -5.05 | 5.85 | 2.39 | -2.13 | -0.0226 | 0.0143 | -485 | 1.68 |
| ameritella_agilis | 0.67 | -12 | -4.2 | -18.9 | 4.37 | 26.8 | -4.85 | 1.53 | -9.8 | 20.4 | -17.6 | 7.36 | -28.1 | 0.961 | 0.992 | -1.18 | 1.98 |
| ameroculodes_edwardsi | -10.88 | -2.13e+15 | 1.51e+15 | 4.04e+15 | 1.34e+15 | -2e+15 | 2.31e+15 | 2.11e+14 | 1.55e+15 | -2.31e+15 | 2.88e+15 | -2.77e+15 | -2.11e+15 | -6.96e+14 | 2.1e+13 | -7.66e+13 | 1.9e+14 |
| ampelisca_vadorum | 1 | -45.9 | 17.4 | -8.25 | 4.96 | 1.68 | -18.9 | -8.32 | 18 | -56 | 66.1 | 9.15 | -6.09 | -36.6 | 1.05 | 3.8 | -2.15 |
| amphipoda | 0.24 | -47 | -4.23 | 2.73 | 0.368 | 5.33 | 3.26 | -2.54 | -0.242 | 3.18 | -3.54 | -2.93 | -7.4 | 0.417 | 0.117 | -478 | 0.391 |
| anonyx_lilljeborgi | 0.36 | -47.6 | -6.82 | -16.8 | -4.38 | 3.38 | 0.728 | -3.53 | 2.86 | 0.797 | -5.44 | 17.1 | -3.69 | -0.146 | -9.67 | -437 | -1.99 |
| anthozoa | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| arcteobia_anticostiensis | 1 | -132 | 29.9 | -44.8 | -160 | -24.5 | -32.5 | -1.87 | -16.8 | -9.97 | 47.7 | 64.8 | 194 | -166 | -108 | 5.2 | 51.2 |
| arrhoges_occidentalis | 1 | -60.1 | 108 | -1.43 | 67.8 | 40.4 | -18.7 | 25.3 | 14.5 | -153 | 219 | -6.41 | -125 | 1.82 | 6.14 | 11.5 | -18.8 |
| astarte_sp | 1 | -335 | -774 | 1307 | 818 | 437 | 322 | 19.7 | 400 | 849 | -1559 | -1404 | -1399 | -80.6 | 3.77 | 25.7 | 79.9 |
| axinopsida_orbiculata | 0.39 | -4.35 | -9.77 | 2.46 | -8.54 | 5.18 | 4.78 | -11.1 | -0.179 | -8.51 | 5.62 | 3.27 | 2.26 | 0.223 | 1.24 | 0.113 | -0.671 |
| axiothella_catenata | 1 | -173 | 274 | 438 | -41.5 | 403 | -113 | 267 | 144 | -203 | 127 | -520 | -335 | 2.33 | 21 | 43.3 | 99 |
| bathymedon_longimanus | 1 | -151 | 546 | 253 | -76.4 | -39.2 | -146 | 183 | 20.5 | -580 | 800 | -237 | 205 | -15.5 | 1.35 | 42.9 | 53 |
| bathymedon_obtusifrons | 1 | -108 | -373 | -426 | -235 | -82.5 | 213 | -281 | -98.8 | 103 | -34.1 | 620 | 91.4 | -14.2 | 11.8 | 5.98 | 40.3 |
| bipalponephtys_neotena | 0.28 | 75.6 | -2.51 | -1.98 | 0.619 | 2.54 | 3.1 | -0.95 | 0.188 | 0.0148 | 0.993 | 2.74 | -6.21 | 0.582 | -0.116 | 763 | 1.45 |
| boreochiton_ruber | 1 | -420 | -393 | 1195 | 157 | 444 | -242 | 68.6 | 20.4 | 1158 | -2138 | -1550 | 41.6 | -10.4 | 14.3 | 7.98 | 15.7 |
| brachydiastylis_sp | 1 | -44 | -2.3 | 9.95 | 15.7 | 14 | -13.1 | -3.47 | 25.6 | -29 | 26.5 | -8.74 | -34.8 | -35.9 | 2.49 | 3.37 | 17.8 |
| byblis_gaimardii | 1 | -134 | -33.8 | -55.4 | -42.9 | -8.8 | -27.7 | -60.5 | 66 | -10.6 | 40.7 | 75.9 | 4.93 | -284 | -1.33 | 4.65 | 60.3 |
| cancer_irroratus | 1 | -239 | 1113 | 386 | 134 | -81.5 | -465 | 701 | 187 | -409 | 637 | -597 | 15.4 | 32.1 | -42.4 | 4.78 | -126 |
| caprella_septentrionalis | -7.28 | -2.08e+15 | 3.25e+13 | -4.97e+12 | -8.07e+13 | 2.53e+15 | -4.73e+14 | 1.66e+13 | -6.1e+14 | 2.2e+15 | -1.97e+15 | -2.64e+14 | -2.07e+15 | -3.87e+14 | -4.47e+14 | 9.01e+13 | -2.55e+14 |
| chaetodermatida | 0.24 | -66.5 | 4.81 | 0.236 | 4.11 | -2.92 | 0.815 | 2.38 | 1.52 | -0.725 | 3.27 | 0.732 | -5.1 | -0.456 | -0.097 | -661 | 0.0733 |
| chionoecetes_opilio | 1 | -261 | -88.1 | 198 | 372 | 1092 | 272 | 233 | -67.4 | 780 | -960 | -444 | -1623 | 32.5 | -218 | 11.9 | -117 |
| chlamys_islandica | 1 | -35.2 | -24 | -12.6 | -14.9 | -6.45 | 11.9 | -27.7 | -18.1 | -19.7 | 24.5 | 28.3 | 31.5 | -0.673 | 10.9 | 3.76 | 0.641 |
| chone_sp | 1 | -71 | 1.46 | -162 | 3.31 | -26.7 | 74.6 | -18.8 | -73.1 | 30 | 84.6 | 187 | -75.1 | 7.91 | 4.79 | 1.25 | 0.945 |
| ciliatocardium_ciliatum | 1 | -57.8 | -141 | -30.5 | -20.2 | 188 | 27.1 | -129 | -21.3 | 135 | -167 | 18.5 | -127 | -1.56 | -11.9 | 0.105 | -29.6 |
| cirripedia | 1 | -60.2 | 31.5 | 37.9 | 63.1 | -63.3 | 31.6 | 32.4 | 8 | -16 | 39.4 | -59.6 | -47.7 | 16.6 | 0.498 | 2.28 | -17.1 |
| cistenides_granulata | 0.38 | -75.7 | -0.822 | -21.6 | -0.874 | -8.31 | -0.0264 | 9.74 | 1.62 | 1.53 | -12.4 | 17.1 | 8.75 | 1.02 | 0.14 | -728 | -0.476 |
| cossura_longocirrata | 1 | -74.3 | -34.3 | -155 | 125 | 176 | 17 | 136 | -64.2 | 198 | -285 | 70.9 | -297 | 6.96 | 7.8 | 0.767 | -15.5 |
| crassicorophium_bonellii | 1 | -62.8 | 140 | -27.7 | -15.3 | -83.3 | -63.6 | 9.88 | 6.23 | -210 | 308 | 42.3 | 130 | -20.2 | 9.66 | 10.1 | 23.4 |
| crenella_decussata | 1 | -620 | -177 | 406 | 665 | 214 | -309 | 1023 | 285 | 1324 | -3048 | -1169 | -333 | 31.5 | -44.5 | 3.09 | -96.2 |
| cumacea | 1 | -61.8 | 203 | 15.7 | 38.4 | -70.2 | -76.1 | 105 | 28.7 | -101 | 171 | -41.2 | 30 | 3.99 | -9.31 | -1.21 | -34.7 |
| cyclocardia_borealis | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| cyrtodaria_siliqua | 1 | -118 | -416 | 121 | -249 | 177 | 99.4 | -269 | -31.7 | 293 | -441 | -66.4 | 144 | -23.5 | 19.1 | 9.3 | 83 |
| diastylis_rathkei | 0.22 | -45.3 | 2.95 | 0.656 | -3.01 | 1.42 | -2.65 | -1.06 | 0.532 | -4.25 | 3.57 | -1.44 | 4.92 | 0.0489 | -0.404 | -432 | -3.25 |
| diastylis_sculpta | -8.94 | -2.4e+15 | -4.77e+13 | -3.18e+15 | 1.99e+14 | -2.28e+15 | -2.39e+14 | 1.4e+15 | -1.82e+15 | -1.82e+14 | -1.21e+15 | 4.18e+15 | 2.99e+15 | 2.11e+13 | 2.7e+14 | 2.98e+14 | -2.21e+14 |
| diastylis_sp | 1 | -116 | -62.1 | 75.5 | -243 | 236 | 42.8 | -63.9 | -148 | 235 | -246 | -112 | 141 | 9.17 | 10.4 | 4.84 | -98.6 |
| echinarachnius_parma | 0.56 | -67.8 | -2.19 | 7.77 | 2.36 | 6.5 | -11.4 | -1.65 | -2.28 | 12.4 | -27.4 | -12.1 | 9.52 | 0.522 | 0.643 | -614 | -2.8 |
| edotia_montosa | 0.38 | -164 | -17.9 | 0.2 | -6.44 | -9.31 | 7.69 | -10.7 | -2.92 | 6.07 | -8.25 | 6.76 | 14.1 | -12.2 | -128 | -828 | -117 |
| ennucula_tenuis | 0.4 | -0.232 | 2.74 | -0.83 | 1.24 | -3.7 | 1.93 | 1.9 | 2.05 | -3.41 | 4.56 | 1.77 | -0.943 | -0.113 | -0.11 | 0.843 | 2.22 |
| eteone_sp | 1 | -1108 | 388 | -1439 | -2163 | -1514 | 102 | -305 | -96.4 | -705 | 1386 | 2337 | 2766 | -9.65 | -5.29 | -4263 | -402 |
| euchone_sp | 1 | -108 | -373 | -426 | -235 | -82.5 | 213 | -281 | -98.8 | 103 | -34.1 | 620 | 91.4 | -14.2 | 11.8 | 5.98 | 40.3 |
| eudorella_emarginata | 0.74 | -143 | -75.9 | -60.3 | 151 | 38.1 | -4.36 | 57.2 | 16.9 | -36.1 | 116 | 60.2 | -236 | -7.94 | 45.3 | 17 | 78.3 |
| eudorellopsis_integra | 0.84 | -13.4 | -8 | -279 | 54.4 | -33.8 | 21.3 | 74.4 | 18.9 | -32.6 | -5.67 | 249 | -59.3 | -1.36 | -1.96 | -1.25 | 11.3 |
| euspira_pallida | 1 | -271 | -686 | -63.6 | 174 | 1255 | 260 | -561 | -122 | 562 | -724 | -9.42 | -1297 | -41.3 | -120 | 39 | -72.5 |
| glycera_capitata | 1 | -71.6 | 31 | 92.5 | 61.8 | -119 | 74.5 | 43.5 | 27.1 | 28.6 | -9.76 | -119 | -53 | 0.924 | -6.03 | -0.239 | -2.37 |
| glycera_sp | 1 | -1024 | -100 | -129 | 500 | 2748 | -1009 | 574 | -1564 | 1821 | -2684 | -907 | -797 | -208 | 246 | 120 | -381 |
| goniada_maculata | 0.47 | -10.4 | 3.92 | -82.1 | 9.15 | -14.2 | -1.9 | 31.2 | 4.29 | -3.46 | -19.3 | 66.8 | 7.1 | -0.312 | 1.74 | 0.981 | 1.5 |
| guernea_prinassus_nordenskioldi | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| halacaridae_spp | 1 | -35.2 | -24 | -12.6 | -14.9 | -6.45 | 11.9 | -27.7 | -18.1 | -19.7 | 24.5 | 28.3 | 31.5 | -0.673 | 10.9 | 3.76 | 0.641 |
| haminoea_solitaria | 1 | -141 | 230 | 274 | -365 | -154 | -59.6 | 168 | 18 | -66.5 | 177 | -233 | 537 | -17.4 | -21.8 | 11 | 205 |
| hardametopa_carinata | 1 | -108 | -373 | -426 | -235 | -82.5 | 213 | -281 | -98.8 | 103 | -34.1 | 620 | 91.4 | -14.2 | 11.8 | 5.98 | 40.3 |
| harmothoe_sp | 1 | -67 | 71.4 | 145 | 77.3 | -69.1 | 46.7 | 71.7 | 45 | -7.22 | 13.4 | -175 | -93.1 | 6.76 | -4.49 | 8.24 | -8.06 |
| harpacticoida | 0.33 | -60.4 | -2.31 | -1.17 | 5.03 | -0.517 | 0.418 | -0.447 | 1.48 | -1.32 | 0.653 | 2.4 | -6.8 | 0.179 | 0.0565 | -626 | -0.0607 |
| hediste_diversicolor | -9.37 | -1.5e+15 | -2.71e+14 | 6.52e+14 | 2.14e+15 | 2.62e+15 | -6.66e+14 | -2.25e+14 | -5.96e+14 | 1.94e+15 | -1.7e+15 | -1.22e+15 | -3.24e+15 | -3.87e+13 | -9.89e+13 | -3.76e+14 | -6.07e+14 |
| heteranomia_squamula | 1 | -117 | -168 | 251 | 9.64 | 151 | -34.6 | 2.43 | -48.5 | 333 | -562 | -313 | 27.3 | 18.7 | 16.1 | 3.69 | 30.8 |
| hiatella_arctica | 1 | -444 | -601 | 812 | -82.7 | 793 | -281 | -68 | -94.1 | 1398 | -2405 | -1166 | -4.43 | 12.6 | -248 | -6.26 | -79.1 |
| holothuroidea | 1 | -117 | -110 | 176 | 158 | -246 | 37.9 | -3.61 | 129 | -84.3 | 26 | -95.4 | -4.36 | 14.5 | 21.9 | 11 | 49.2 |
| idotea_phosphorea | -12.85 | -2.57e+15 | 1.8e+15 | -4.62e+13 | 1.62e+15 | 3.94e+15 | -2.99e+15 | 1.31e+15 | 3.26e+14 | 2.64e+15 | -3.85e+15 | -1.15e+15 | -3.48e+15 | -1.86e+14 | -6.09e+14 | -4.16e+14 | -5.69e+14 |
| ischyroceridae_spp | 1 | -90.8 | 338 | 74.9 | 227 | 56.9 | -175 | 294 | 67 | -15.9 | 25.7 | -193 | -236 | -7.45 | -15.2 | -3.21 | 1.87 |
| ischyrocerus_anguipes | 1 | -168 | -234 | -220 | -145 | 53.8 | 20.7 | -276 | -75.8 | -170 | 148 | 347 | 123 | -213 | 18.8 | 32.9 | -27.6 |
| isopoda | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| lacuna_vincta | 1 | -239 | 1113 | 386 | 134 | -81.5 | -465 | 701 | 187 | -409 | 637 | -597 | 15.4 | 32.1 | -42.4 | 4.78 | -126 |
| lamprops_fuscatus | 0.3 | -66.4 | 11.4 | 9.35 | 3 | -6.61 | -1.92 | 8.09 | 3.4 | -5.32 | 6.13 | -10.1 | 2.93 | 0.577 | -7.86 | -639 | 1.41 |
| lamprops_quadriplicata | 1 | -224 | 681 | -498 | 405 | 245 | -126 | 525 | -258 | 99.5 | 420 | 196 | -684 | -38.7 | 31.7 | -2.81 | 10.7 |
| lepeta_caeca | 1 | -888 | -430 | 282 | 176 | -866 | 62 | 99.6 | 101 | 1038 | -2007 | 525 | -137 | -46.5 | -10.2 | 22.8 | 15 |
| leucon_leucon_nasicoides | 0.4 | -4.47 | 6.6 | -22.5 | 7.1 | -1.32 | -2.26 | 18.8 | 2.45 | 4.06 | -13.7 | 12.9 | -4.41 | -2.45 | -0.0532 | 0.487 | 0.619 |
| littorina_littorea | -7.31 | -2.24e+15 | 6.48e+14 | 4.01e+15 | 1.57e+15 | 3.17e+14 | -9.95e+14 | 1.77e+14 | 1.32e+15 | -6.65e+14 | -4.77e+14 | -4.45e+15 | -1.52e+15 | -3.43e+14 | -6.62e+14 | -2.35e+14 | -1.69e+15 |
| lumbrineridae_spp | 1 | -148 | -194 | 16.2 | -11.9 | 417 | 98.7 | -52.3 | -216 | 529 | -619 | -171 | -230 | 30.3 | 13.4 | -0.12 | -98.4 |
| lysianassidae_spp | 1 | -116 | 234 | 349 | 48.9 | -280 | -53.6 | 127 | 81.3 | -164 | 146 | -359 | 251 | 14.1 | 2.76 | 10.6 | 20 |
| macoma_calcarea | 0.21 | 2.24 | -3.01 | 1.14 | 7.38 | 3.45 | 1.77 | 0.228 | 0.563 | 2.78 | -5.06 | -1.45 | -11.4 | -0.277 | 0.245 | 0.593 | 1.71 |
| maera_danae | 1 | -71 | 1.46 | -162 | 3.31 | -26.7 | 74.6 | -18.8 | -73.1 | 30 | 84.6 | 187 | -75.1 | 7.91 | 4.79 | 1.25 | 0.945 |
| maldane_sarsi | 1 | -81.5 | -54.1 | -105 | -330 | -3.8 | 26 | -123 | -35.5 | 0.266 | 85 | 177 | 299 | -3.82 | -11.8 | 7.32 | 1.25 |
| maldanidae_spp | 0.32 | -77.4 | 4.55 | -19.8 | 4.52 | -2.66 | -0.715 | 11.4 | 0.69 | 1.69 | -4.83 | 15.3 | -3.49 | 0.203 | -0.0626 | -774 | 0.07 |
| monoculopsis_longicornis | 1 | -172 | -390 | 74.9 | 552 | 659 | 128 | -117 | 46 | 500 | -624 | -162 | -1230 | -2.09 | 29.6 | 7.45 | -23.6 |
| muculus_musculus_discors | 1 | -35.2 | -24 | -12.6 | -14.9 | -6.45 | 11.9 | -27.7 | -18.1 | -19.7 | 24.5 | 28.3 | 31.5 | -0.673 | 10.9 | 3.76 | 0.641 |
| mytilus_sp | 0.35 | -64.7 | 6.41 | 1.34 | -0.17 | 3.82 | -3.55 | 1.82 | -2.77 | 3.33 | -0.776 | -2.29 | 1.98 | -0.484 | 0.232 | -631 | 0.578 |
| nematoda | 0.33 | -0.248 | -1.28 | -1.19 | 1.33 | -1.36 | 0.492 | -3.2 | 2.44 | -1.23 | 2.19 | 1.85 | -3.37 | -0.112 | -0.673 | 0.537 | 0.103 |
| nemertea | 1 | -67.5 | 71.3 | 145 | 77.3 | -69.1 | 46.7 | 71.7 | 45 | -7.17 | 13.3 | -175 | -93.1 | 6.77 | -4.49 | 2.73 | -8.07 |
| neoleanira_tetragona | 1 | -113 | 167 | -26.5 | 271 | 374 | -22.1 | 254 | -53.5 | 247 | -220 | -141 | -654 | -27.8 | 5.44 | 0.549 | -10.4 |
| nephtyidae_spp | -8.94 | -1.86e+15 | -1.65e+15 | 1.63e+15 | 2.19e+14 | -1.27e+14 | 2.03e+15 | -1.19e+15 | -9.41e+14 | 2e+15 | -1.87e+15 | -2.22e+15 | -5.91e+14 | -2.4e+14 | 3.98e+14 | -2.65e+14 | -4.2e+14 |
| nephtys_caeca | 0.54 | -10.2 | 21.4 | 6.18 | -9.7 | 3.27 | -14.5 | 9.34 | -0.844 | -13.5 | 11.4 | -12.1 | 19 | 1.02 | -0.739 | -0.657 | -20.5 |
| nephtys_incisa | 0.32 | -73.6 | -1.62 | -26.9 | 6.13 | 3.48 | 1.76 | 9.42 | -0.781 | 9.01 | -16.2 | 19.9 | -9.67 | 0.152 | 0.0149 | -725 | -0.664 |
| nephtys_sp | 1 | -185 | 409 | -253 | -3.95 | -60.5 | 68 | 197 | -37.6 | -86.8 | 353 | 284 | -159 | -6.99 | -10.6 | 1.55 | -134 |
| nuculana_minuta | -4.42 | -1.43e+15 | 4.56e+15 | 2.32e+15 | 5.4e+15 | 1.47e+15 | -1.16e+15 | 5.29e+15 | 1e+15 | 2.12e+15 | -2.1e+15 | -5.12e+15 | -7.38e+15 | -4.24e+14 | -1.54e+14 | 3.81e+14 | 7.07e+14 |
| nymphonidae_spp | 1 | -117 | -168 | 251 | 9.64 | 151 | -34.6 | 2.43 | -48.5 | 333 | -562 | -313 | 27.3 | 18.7 | 16.1 | 3.69 | 30.8 |
| oenopota_sp | 0.3 | -556 | 6.54 | 10.1 | -6 | -0.889 | 2.12 | 2.11 | -1.71 | -1.5 | 4.89 | -9.07 | 7.18 | 0.501 | -1845 | -651 | 2.19 |
| oligochaeta | -10.41 | -2.46e+15 | -3.79e+15 | -1.05e+15 | -3.77e+14 | 1.84e+15 | 5.26e+14 | -1.94e+15 | 8.97e+14 | -3.48e+15 | 2.33e+15 | 2.1e+15 | -1.52e+15 | -6.34e+13 | 2.72e+14 | 2.09e+14 | 1.61e+14 |
| ophelia_limacina | 1 | -159 | 406 | 301 | 136 | 5.8 | -74.1 | 274 | 111 | -118 | 150 | -391 | -201 | -120 | -35.7 | 4.75 | -224 |
| opheliidae_spp | 1 | -453 | -225 | -997 | -1036 | -440 | 298 | -1147 | -170 | -1299 | 2027 | 1665 | 1103 | -373 | 36.4 | 101 | -157 |
| ophiopholis_aculeata | -2.79 | -2.8e+15 | 2.67e+15 | -4.44e+14 | 2.28e+15 | 3.27e+15 | 1.1e+15 | 2.53e+15 | -2.49e+15 | 3.58e+15 | -1.61e+15 | -1.47e+15 | -5.81e+15 | 1.2e+14 | 4.71e+14 | 1.53e+14 | -8.88e+14 |
| ophiura_robusta | 1 | -378 | -368 | 792 | 268 | 646 | -233 | 66 | -131 | 1156 | -2038 | -1135 | -252 | 25 | 7.67 | -1.59 | -334 |
| orchomenella_minuta | 1 | -47.7 | -66.7 | -35.9 | 72 | 139 | 37.1 | 20.7 | -33.5 | 178 | -209 | -5.05 | -217 | 1.87 | -5.47 | -3.41 | -3.42 |
| ostracoda | 0.26 | -48.7 | 3.73 | 3.86 | 5.29 | 1.73 | 0.0606 | 3.34 | 2.07 | -0.749 | 0.605 | -4.58 | -8.5 | -1.14 | -0.115 | -488 | 1.04 |
| pagurus_sp | 1 | -132 | 29.9 | -44.8 | -160 | -24.5 | -32.5 | -1.87 | -16.8 | -9.97 | 47.7 | 64.8 | 194 | -166 | -108 | 5.2 | 51.2 |
| pagurus_pubescens | 1 | -231 | -319 | 471 | -1.14 | 178 | 16.5 | 43.4 | 60.4 | 608 | -1147 | -638 | -17.3 | -24 | -69 | 3.26 | 29.6 |
| pandalus_montagui | 1 | -108 | 229 | 106 | -182 | 181 | -127 | 31.7 | 11.2 | -38.7 | 136 | -167 | 122 | 0.809 | -17.2 | 3.29 | -29.9 |
| parathyasira_equalis | 1 | -141 | 230 | 274 | -365 | -154 | -59.6 | 168 | 18 | -66.5 | 177 | -233 | 537 | -17.4 | -21.8 | 11 | 205 |
| parvicardium_pinnulatum | 1 | -2498 | -231 | -2731 | -1289 | -3011 | 175 | 1301 | -306 | 2078 | -4166 | 5085 | 1573 | 33.6 | -31.8 | 51.5 | -373 |
| periploma_leanum | 1 | -228 | -656 | -666 | 165 | 427 | 456 | -171 | -37.4 | 486 | -645 | 743 | -1161 | 15.2 | -171 | 11.8 | -64.5 |
| philine_lima | 1 | -132 | 29.9 | -44.8 | -160 | -24.5 | -32.5 | -1.87 | -16.8 | -9.97 | 47.7 | 64.8 | 194 | -166 | -108 | 5.2 | 51.2 |
| philomedes_sp | 1 | -91.4 | -415 | -194 | -178 | -53.7 | 197 | -321 | -17.6 | 68.1 | -107 | 354 | 75.8 | -63.4 | 5.2 | 10 | 30.1 |
| pholoe_longa | 1 | -108 | -373 | -426 | -235 | -82.5 | 213 | -281 | -98.8 | 103 | -34.1 | 620 | 91.4 | -14.2 | 11.8 | 5.98 | 40.3 |
| pholoe_sp | 0.25 | -56.6 | -2.66 | 2.95 | 2.48 | 5.83 | 0.643 | 0.519 | 1.02 | 5 | -8.58 | -4.4 | -7.86 | 0.0344 | -1.74 | -585 | 1.38 |
| phoxocephalus_holbolli | 0.5 | 66.1 | -0.831 | 10.6 | 6.73 | 12.3 | -7.64 | 1.01 | 1.12 | 13.3 | -22.9 | -17.1 | -9.15 | 0.786 | -7.37 | 744 | -2.17 |
| polynoidae_spp | 0.2 | -73.7 | -2.53 | -2.86 | 3.45 | 1.89 | 1.07 | 1.27 | 0.196 | 5.23 | -6.78 | 1.56 | -7.49 | -2.59 | -1.06 | -748 | 0.203 |
| pontogeneia_inermis | 1 | -132 | -265 | -181 | -77.2 | 157 | 71.7 | -276 | -46.1 | 46.9 | -30.9 | 263 | -70.4 | -189 | 12 | 14.5 | 0.967 |
| pontoporeia_femorata | 0.41 | -255 | 0.558 | -1.78 | -9.96 | 2.71 | -5.83 | 1.91 | 2.66 | 0.559 | -0.755 | 0.447 | 9.53 | 0.322 | -646 | -756 | -22.8 |
| praxillella_praetermissa | 0.53 | -69.7 | 11.6 | -25 | -11 | -5.42 | -2.36 | 17.4 | 4.75 | -3.62 | -0.926 | 17.4 | 15.9 | 0.866 | -58.9 | -483 | 5.24 |
| propebela_turricula | 1 | -379 | 960 | -891 | 525 | 809 | -311 | 375 | -154 | 232 | 654 | 409 | -1388 | 3.01 | -3.92 | -15.5 | 31.9 |
| protomedeia_fasciata | 0.62 | -30.4 | -34 | -17.1 | -29.4 | 108 | -27.3 | -83.3 | -17.1 | -25.2 | 26.3 | 10.6 | -3.72 | -1.81 | 3.47 | 5.95 | -6.13 |
| protomedeia_grandimana | 0.22 | -63.7 | -1.91 | -3.53 | 1.52 | 5.22 | 0.783 | 1.01 | -0.885 | 4.9 | -5.24 | 2.58 | -7.18 | -0.307 | -0.217 | -660 | 0.473 |
| puncturella_noachina | 1 | -67.5 | 71.3 | 145 | 77.3 | -69.1 | 46.7 | 71.7 | 45 | -7.17 | 13.3 | -175 | -93.1 | 6.77 | -4.49 | 2.73 | -8.07 |
| quasimelita_formosa | 0.26 | -2.37 | 7.5 | -1.15 | -0.99 | -5.63 | 1.13 | 2.32 | 1.65 | -4.32 | 9.76 | 4.44 | 0.379 | -0.27 | -0.312 | 0.736 | 0.213 |
| quasimelita_quadrispinosa | 1 | -90.8 | 338 | 74.9 | 227 | 56.9 | -175 | 294 | 67 | -15.9 | 25.7 | -193 | -236 | -7.45 | -15.2 | -3.21 | 1.87 |
| retusa_obtusa | -5.68 | -2.7e+15 | 1.32e+15 | 1.18e+15 | 2.36e+15 | 6.96e+15 | -2.71e+15 | -3.94e+14 | -1.02e+15 | 2.06e+15 | -2.78e+15 | -2.96e+15 | -4.32e+15 | 9.83e+13 | 3.33e+14 | -1.63e+14 | -6.89e+14 |
| sabellidae_spp | 0.3 | -3.96 | -1.39 | -0.0106 | 4.4 | 3.07 | 3.85 | 3.23 | -2.91 | 8.22 | -8.36 | -3.73 | -9.84 | 1.35 | -1.34 | -0.575 | -2.5 |
| scoletoma_fragilis | 0.58 | -55.5 | -55.8 | -148 | 115 | 54.6 | 5.48 | 32.2 | -32.2 | 88 | -87.8 | 116 | -151 | -18.3 | 12.5 | 0.448 | 2.83 |
| scoletoma_sp | 1 | -52.4 | -104 | 35.4 | -18.1 | -33.5 | 80.7 | -46.5 | -11.3 | 60.2 | -82.7 | -12.2 | -0.625 | 12 | 11 | 3.3 | 11.4 |
| scoloplos_sp | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| serripes_groenlandicus | 1 | -559 | 700 | 635 | -665 | -663 | 135 | 540 | -460 | -913 | 879 | -640 | 1887 | -48.5 | 135 | 141 | -73.3 |
| sipuncula | 0.19 | -63.6 | -1.97 | -5.9 | 0.51 | 3.15 | 2.52 | 1.09 | -1.26 | 4.47 | -4.95 | 4.91 | -5.53 | 0.157 | -1.24 | -634 | -0.143 |
| solamen_glandula | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| solariella_sp | 0.61 | -133 | -44.8 | -200 | 3.86 | -20.3 | -7.98 | -24.3 | -9.32 | 61 | -113 | 227 | 13.4 | -2.58 | 3.67 | -679 | -3.62 |
| strongylocentrotus_sp | 1 | -48.1 | -18.1 | -36 | -9.82 | -7.46 | -2.27 | -50.5 | 7.26 | -81 | 100 | 57.7 | 14.7 | -22.8 | 10.7 | 6.72 | -4 |
| tachyrhynchus_erosus | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| thracia_septentrionalis | 0.25 | -54.1 | 9.15 | 11.2 | -0.245 | -3.42 | -0.804 | 5.3 | 1.73 | -4.03 | 4.94 | -12.1 | 2.79 | 0.726 | -0.267 | -536 | -2.45 |
| thyasira_gouldi | 0.35 | -95.6 | -5.99 | -20.5 | 10.2 | 2.97 | 3.48 | 8.82 | -0.377 | 15.1 | -22.8 | 14.7 | -16.4 | 0.318 | -0.117 | -968 | 2.44 |
| thyasira_sp | 0 | -26.6 | -4.49e-15 | 2.36e-15 | -2.95e-15 | 2.83e-15 | 6.1e-15 | -2.34e-15 | 8.13e-15 | -4.7e-15 | 4.68e-15 | 8.62e-16 | -1.4e-14 | 6.28e-16 | -3.84e-15 | 2.1e-17 | -1.4e-15 |
| trichotropis_bicarinata | 1 | -76 | -249 | -160 | -110 | -46.5 | 134 | -191 | -42.3 | 66.6 | -71.1 | 275 | 53.9 | -49.9 | 3.45 | 4.87 | -2.79 |
| turritellopsis_stimpsoni | 1 | -980 | 568 | 2235 | 819 | 1251 | -408 | -555 | 349 | 1472 | -1592 | -2943 | -926 | -647 | -79.3 | -13.2 | 4.47 |
| yoldia_myalis | 1 | -542 | -253 | -381 | -736 | 48.6 | 381 | 501 | 198 | 582 | -1324 | 56.6 | 427 | -84.4 | -300 | 21.6 | -27 |
Diagnostics for each model can be found here.
Prediction of specific richness based on this model:
Density data
Here, we considered density data with a quasi-Poisson distribution.
Abiotic parameters
| Pseudo-R2 | intercept | om | gravel | silt | clay | arsenic | cadmium | copper | iron | manganese | mercury | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aceroides_aceroides_latipes | 0.09 | -9.47 | 0.402 | -31 | -0.317 | -1.27 | 0.00259 | -0.0281 | 0.365 | -1.69 | 0.543 | 0.333 |
| akanthophoreus_gracilis | 0.12 | -0.634 | 0.4 | -0.846 | -0.42 | -1.77 | 0.702 | -0.613 | -0.403 | -1 | -0.0878 | 0.335 |
| ameritella_agilis | 0.28 | -4.79 | -0.15 | 0.228 | 0.112 | 0.176 | 1.15 | 1.46 | -0.535 | 0.569 | -5.04 | -0.618 |
| ameroculodes_edwardsi | 0.15 | -312 | 0.984 | 0.117 | -0.0953 | -1680 | 0.538 | -0.678 | 0.489 | -0.329 | -3.39 | -0.461 |
| ampelisca_vadorum | 1 | -82.4 | 11.4 | 8.83 | -2.15 | -43.1 | 13.6 | -22.6 | -6.81 | -4.94 | 15.8 | -21.7 |
| amphipoda | 0.22 | -0.24 | 0.609 | 0.0888 | 0.108 | -0.164 | 0.118 | 0.626 | -0.317 | -1.01 | 0.158 | -0.234 |
| anonyx_lilljeborgi | 0.54 | -2.43 | 0.802 | -0.702 | -1.15 | 0.287 | -0.906 | -0.648 | -0.689 | -1.03 | 1.64 | 0.142 |
| anthozoa | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| arcteobia_anticostiensis | 1 | -89.6 | -4.62 | 0.44 | 12.5 | 0.304 | -49.1 | 22.8 | 3.94 | 2.26 | -47.1 | -16.1 |
| arrhoges_occidentalis | 1 | -364 | -155 | -24.4 | 108 | -420 | -27.3 | -6.95 | 32.1 | -109 | 64.2 | -173 |
| astarte_sp | 0.16 | -368 | -0.924 | -0.452 | -0.82 | -1977 | 1.01 | -1.11 | 1.68 | -0.115 | -3.84 | -0.0574 |
| axinopsida_orbiculata | 0.33 | -338 | 0.281 | -0.612 | 0.124 | -1834 | -2.59 | 0.804 | 0.918 | 0.12 | -1.86 | -0.604 |
| axiothella_catenata | 1 | -75.3 | 25 | 1.82 | 5.84 | 13.6 | -54.6 | 5.72 | 18.6 | -47.7 | 8.18 | 6.31 |
| bathymedon_longimanus | 0.75 | -34.4 | 0.969 | -23.6 | 0.49 | -62 | -9.1 | 3.8 | 0.856 | -0.891 | -9.4 | -6.83 |
| bathymedon_obtusifrons | 1 | -662 | -387 | 110 | 204 | -16.9 | -340 | 177 | 475 | -403 | 38.3 | -362 |
| bipalponephtys_neotena | 0.56 | 1.84 | -0.086 | 0.172 | 0.834 | -1.35 | -1.18 | 0.847 | 1.25 | -2.51 | 0.824 | -0.399 |
| boreochiton_ruber | 0.99 | -416 | -14.1 | 0.173 | 3.14 | -2162 | -5.48 | 0.573 | 3.16 | 1.44 | -5.16 | -4.5 |
| brachydiastylis_sp | 0.48 | -304 | -3.76 | 0.758 | 2.86 | -1609 | 1.27 | -1.07 | -0.963 | -0.33 | 1.69 | -5.22 |
| byblis_gaimardii | 0.03 | -318 | 0.504 | 0.0292 | -0.286 | -1716 | -0.606 | -0.458 | -1.06 | -0.933 | 0.153 | -0.0482 |
| cancer_irroratus | 1 | -272 | -134 | 44.2 | 38.2 | 21.5 | 36.8 | 115 | 53.9 | -146 | -85 | -11.1 |
| caprella_septentrionalis | 0.68 | -12.3 | -7.18 | 2.05 | 1.09 | 0.216 | 3.09 | 6.03 | 5.78 | -15.1 | -0.0804 | -2 |
| chaetodermatida | 0.08 | -3.47 | 0.153 | -0.585 | -0.103 | -8.47 | -0.0334 | -0.575 | 0.297 | -0.35 | -0.764 | 0.167 |
| chionoecetes_opilio | 0.53 | -113 | 0.554 | -25.4 | 1.49 | -542 | 0.577 | -1.3 | -0.0378 | -0.429 | -1.45 | -2.51 |
| chlamys_islandica | 1 | -102 | -65.9 | -2.56 | 31.5 | -53.3 | 3.08 | -20 | 30.8 | 4.75 | -9.95 | -34.2 |
| chone_sp | 1 | -351 | -141 | -89.6 | -16.2 | 13.4 | -57.2 | 141 | 233 | -301 | -58.7 | 40 |
| ciliatocardium_ciliatum | 1 | -147 | 86.2 | -4.52 | -132 | 120 | 49.1 | -35.6 | 42.4 | -43.2 | -83.4 | 26.5 |
| cirripedia | 1 | -34.5 | -0.725 | 0.382 | -1.74 | 2.87 | -3.68 | 2.71 | -7.43 | -0.227 | 9.94 | -3.65 |
| cistenides_granulata | 0.34 | -2.73 | -0.849 | 0.00728 | -0.0845 | -0.316 | 0.566 | 0.139 | -0.549 | 0.0667 | -1.85 | -0.671 |
| cossura_longocirrata | 1 | -574 | -113 | 181 | 406 | 68.5 | -16.3 | 194 | -98.9 | 211 | -63.1 | 11.6 |
| crassicorophium_bonellii | 0.18 | -305 | -2.62 | -0.689 | 1.64 | -1628 | 0.564 | -1.71 | -0.241 | -1.72 | 3.7 | -3.19 |
| crenella_decussata | 0.53 | -7.65 | -2.96 | 0.434 | 0.611 | 0.926 | -1.36 | 0.412 | -0.248 | 0.167 | -2.21 | -1.95 |
| cumacea | 0.01 | -131 | -0.597 | -30.8 | -0.324 | -646 | 0.354 | -0.935 | 0.15 | -0.628 | 1.8 | -0.519 |
| cyclocardia_borealis | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| cyrtodaria_siliqua | 1 | -393 | -201 | -45.4 | 14.4 | 61 | -126 | 61.7 | 84.8 | 43.6 | -142 | -166 |
| diastylis_rathkei | 0.67 | -5.4 | -2.1 | 1.58 | 3.67 | -1.29 | -5.3 | -0.797 | 2.17 | 0.288 | 4.96 | -3.72 |
| diastylis_sculpta | 0.42 | -5.69 | -4.53 | -0.061 | 3.21 | -1.24 | -1.12 | -0.815 | 4.15 | -1.51 | -0.94 | -4.12 |
| diastylis_sp | 0.12 | -30.3 | 1.6 | -16.8 | 3 | -78.7 | -3.14 | 1.22 | -0.414 | 0.732 | -4.73 | -2.88 |
| echinarachnius_parma | 0.93 | -7.57 | -1.36 | -1.92 | -0.424 | 2.05 | -8.13 | -1.32 | -1.3 | -0.265 | 1.45 | 0.987 |
| edotia_montosa | 1 | -83 | 68.9 | -25 | -80.5 | 58.7 | -22.1 | 16.2 | 23.9 | -59.7 | 51.1 | -31.8 |
| ennucula_tenuis | 0.32 | -0.56 | 0.907 | -0.0981 | -0.0054 | -4.47 | 0.429 | -0.593 | -0.186 | -0.338 | -1.08 | 0.0139 |
| eteone_sp | 0.25 | -376 | -1.91 | 0.543 | 0.966 | -2032 | 0.331 | -0.667 | 0.817 | 0.155 | -0.286 | -0.498 |
| euchone_sp | 1 | -879 | -538 | 114 | 302 | -50.5 | -295 | 384 | 627 | -418 | -214 | -353 |
| eudorella_emarginata | 0.56 | -287 | -0.191 | 1.21 | 2.28 | -1540 | -0.0902 | 1.15 | 0.0179 | -0.449 | -0.125 | 0.525 |
| eudorellopsis_integra | 0.44 | 0.705 | 0.346 | -0.126 | -0.209 | -5.2 | 0.219 | 0.344 | -0.386 | -1.22 | 0.919 | 0.453 |
| euspira_pallida | 0.03 | -109 | -1.73 | -26.9 | 1.63 | -515 | 0.607 | -1.87 | 1.72 | -1.39 | -0.514 | -2.42 |
| glycera_capitata | 1 | -64.1 | -33.8 | 15.5 | 17.3 | 7.92 | -17.5 | 8.77 | 18.2 | 15.7 | -14 | 8.61 |
| glycera_sp | 0.63 | -21.7 | -12.7 | 5.07 | 6.39 | -3.67 | -8.38 | 10.7 | 13.1 | -10.9 | -6.04 | 1.48 |
| goniada_maculata | 0.13 | -357 | 0.589 | -0.48 | -0.0712 | -1950 | -0.0184 | -0.333 | -0.0641 | -0.0511 | -0.372 | 0.00943 |
| guernea_prinassus_nordenskioldi | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| halacaridae_spp | 1 | -102 | -65.9 | -2.56 | 31.5 | -53.3 | 3.08 | -20 | 30.8 | 4.75 | -9.95 | -34.2 |
| haminoea_solitaria | 0.06 | -28.8 | 2.72 | -27.5 | -1.66 | -51.8 | -1.12 | 1.8 | -0.624 | -2.74 | -4.59 | -3.67 |
| hardametopa_carinata | 1 | -662 | -387 | 110 | 204 | -16.9 | -340 | 177 | 475 | -403 | 38.3 | -362 |
| harmothoe_sp | 0.12 | -295 | -1.23 | 1.62 | 3 | -1578 | -0.816 | -0.811 | 1.36 | 0.0715 | 1.16 | -2.4 |
| harpacticoida | 0.21 | 0.179 | -0.287 | -0.001 | -0.505 | 0.0786 | -0.737 | 0.679 | 0.171 | -0.108 | -0.575 | 0.157 |
| hediste_diversicolor | 0.49 | -3.49 | 0.413 | 0.1 | 1.08 | 0.531 | -3.45 | 0.745 | 2.51 | -5.68 | 3.69 | -1.11 |
| heteranomia_squamula | 1 | -64.7 | -3.57 | 4.33 | 0.826 | -5.57 | -54 | -6.41 | 3.34 | -15.8 | 23.2 | 1.84 |
| hiatella_arctica | 0.42 | -8.05 | -1.11 | 0.277 | 0.498 | 1.62 | -2.39 | -0.0307 | 0.222 | -0.0951 | -2.17 | -2.7 |
| holothuroidea | 0.5 | -93.1 | 0.652 | -33.6 | -3.01 | -420 | 0.791 | -1.73 | 2.46 | -0.962 | -2.29 | 0.00419 |
| idotea_phosphorea | 0.96 | -15.7 | -7.57 | 3.13 | 4.74 | -2.99 | -1.13 | 6.37 | 9.65 | -13.4 | -4.08 | -3.92 |
| ischyroceridae_spp | 1 | -92.1 | 60.2 | -19 | -38.8 | 47.1 | -71 | -11.5 | 47.3 | -57.6 | 19.5 | 14.2 |
| ischyrocerus_anguipes | 1 | -382 | 105 | -45.6 | -127 | 113 | -258 | 181 | 287 | -553 | 214 | 20.7 |
| isopoda | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| lacuna_vincta | 1 | -272 | -134 | 44.2 | 38.2 | 21.5 | 36.8 | 115 | 53.9 | -146 | -85 | -11.1 |
| lamprops_fuscatus | 0.28 | -3.11 | -1.1 | -0.0178 | 0.602 | -0.324 | -3.5 | -0.124 | 1.21 | 0.369 | 0.0942 | 0.26 |
| lamprops_quadriplicata | 1 | -76.9 | -11.5 | -1.07 | -18.9 | 22 | 29.9 | 1.58 | -17.2 | -67.4 | 35.1 | 17.3 |
| lepeta_caeca | 0.44 | -402 | -3.12 | 0.771 | 0.943 | -2164 | -1.95 | 1.06 | 1.54 | 0.444 | -3.04 | -0.904 |
| leucon_leucon_nasicoides | 0.06 | -318 | 0.592 | 0.203 | 0.674 | -1740 | -0.00705 | -1.55 | 0.596 | -0.157 | -0.213 | 0.195 |
| littorina_littorea | 0.97 | -388 | -2.97 | 1.45 | 3.09 | -2068 | -0.305 | 3.57 | 5.9 | -7.72 | -3.27 | -3.48 |
| lumbrineridae_spp | 0.6 | -26.6 | 3.05 | -5 | 6 | -49.5 | -15.1 | 2.86 | -1.51 | 1.17 | -1.63 | -4.5 |
| lysianassidae_spp | 1 | -189 | -49.4 | -128 | 51 | 13.6 | -125 | -3.8 | 26.8 | -9.36 | 7.34 | -64.9 |
| macoma_calcarea | 0.45 | 1.37 | 0.368 | -0.422 | -0.372 | 0.752 | -0.334 | -0.177 | 0.234 | -0.165 | -0.0394 | -0.69 |
| maera_danae | 1 | -337 | -134 | -68 | 8.95 | -1.35 | -60.3 | 151 | 213 | -297 | -67.2 | 30.2 |
| maldane_sarsi | 0.13 | -15.5 | 0.00525 | -31.7 | 3.09 | -4.03 | -0.553 | -1.99 | 2.36 | -0.662 | 0.749 | -2.45 |
| maldanidae_spp | 0.11 | -7.86 | 0.089 | -28.9 | 0.448 | -1.96 | 0.0547 | -0.293 | 0.364 | -0.00309 | -0.415 | 0.408 |
| monoculopsis_longicornis | 0.71 | -98.2 | -0.906 | -31.4 | -0.521 | -460 | 1.14 | -1.97 | 2.08 | -1.68 | -2.26 | -0.245 |
| muculus_musculus_discors | 1 | -102 | -65.9 | -2.56 | 31.5 | -53.3 | 3.08 | -20 | 30.8 | 4.75 | -9.95 | -34.2 |
| mytilus_sp | 0.2 | -2.75 | -0.18 | 0.156 | 0.602 | -0.444 | -0.98 | 0.238 | 1.75 | -1.9 | 0.332 | -1.8 |
| nematoda | 0.41 | 0.285 | -2.1 | 0.254 | -0.237 | -0.543 | -0.945 | -0.349 | -0.424 | -0.289 | 0.992 | 0.561 |
| nemertea | 1 | -63.7 | -28.2 | 15.5 | 12.7 | 1.42 | -21.5 | 16.8 | 17.3 | 3.85 | -16 | 9.74 |
| neoleanira_tetragona | 1 | -70.6 | 0.946 | -5.47 | -12.1 | 12.5 | 21.1 | 15.6 | 0.474 | -17.1 | -40.8 | -12.8 |
| nephtyidae_spp | 0.14 | -128 | -0.934 | -33.7 | 0.102 | -634 | 0.705 | 0.288 | 0.34 | -3.87 | 1.86 | 0.102 |
| nephtys_caeca | 0.67 | -395 | -1.24 | 0.685 | 0.113 | -2139 | -0.831 | 1.12 | 0.428 | 0.995 | -1.06 | -0.206 |
| nephtys_incisa | 0.16 | -1.08 | 0.935 | -0.156 | -0.0644 | -1.45 | 0.41 | -1.28 | 0.317 | -0.425 | -0.606 | 0.117 |
| nephtys_sp | 0.01 | -131 | -0.342 | -32.5 | 0.275 | -644 | 0.25 | -0.131 | 0.591 | -0.837 | -0.238 | -0.264 |
| nuculana_minuta | 0.04 | -328 | 0.344 | 0.212 | 0.37 | -1777 | -0.704 | -0.423 | -0.121 | -0.567 | 0.224 | -0.435 |
| nymphonidae_spp | 1 | -59.5 | -4.34 | 3.51 | -0.338 | 5.02 | -51.1 | -5.73 | 3.59 | -13.9 | 20.9 | 3.55 |
| oenopota_sp | 0.33 | -4.51 | -0.885 | 0.679 | 1.36 | -0.937 | 0.302 | -0.119 | 1.52 | -4.84 | 2.53 | -1.27 |
| oligochaeta | 0.09 | -111 | 1.81 | -27.5 | -1.38 | -559 | -3.89 | 0.535 | 1.5 | -1.66 | 1.67 | 0.0752 |
| ophelia_limacina | 0.04 | -366 | -0.51 | 0.43 | 0.347 | -1978 | 0.255 | -0.131 | 0.4 | -0.0239 | -1.03 | 0.403 |
| opheliidae_spp | 0.77 | -166 | -1.3 | 2.25 | 4.21 | -815 | 3.91 | 3.31 | -1.76 | 1.74 | -10.4 | -10 |
| ophiopholis_aculeata | 1 | -197 | -80.7 | 9.13 | 82.5 | -352 | 18.5 | -43.7 | 18.6 | 0.842 | 31.3 | -100 |
| ophiura_robusta | 1 | -567 | -46.4 | -4.19 | -3.55 | -2764 | 23.4 | -9.8 | 13.9 | 8.26 | -38.6 | -2.54 |
| orchomenella_minuta | 1 | -59.5 | 20.1 | 2.86 | 12.5 | -13.3 | -5.92 | -30.3 | 16.9 | -0.139 | -14.1 | 7.78 |
| ostracoda | 0.14 | -1.31 | 0.46 | -0.976 | -0.12 | -1.34 | 0.349 | 0.0953 | 0.187 | -0.811 | -1.07 | -0.601 |
| pagurus_sp | 1 | -89.6 | -4.62 | 0.44 | 12.5 | 0.304 | -49.1 | 22.8 | 3.94 | 2.26 | -47.1 | -16.1 |
| pagurus_pubescens | 0.34 | -364 | -1.43 | 0.305 | -2.03 | -1926 | -4.03 | 0.753 | 2.94 | 0.838 | -7.08 | -0.266 |
| pandalus_montagui | 1 | -30.5 | -0.401 | -2.71 | -0.0555 | 0.725 | -4.52 | -5.56 | 0.107 | -1.12 | 7.42 | 3.76 |
| parathyasira_equalis | 0.06 | -27.7 | 2.72 | -26.8 | -1.66 | -50.6 | -1.12 | 1.8 | -0.624 | -2.74 | -4.59 | -3.67 |
| parvicardium_pinnulatum | 0.38 | -7.1 | -3.65 | 0.212 | 2.43 | -0.319 | -1.75 | 0.744 | 2.01 | -0.547 | -2.22 | -3.39 |
| periploma_leanum | 0.06 | -126 | -1.71 | -29.4 | 0.823 | -615 | 0.556 | 1.41 | 2.29 | -4.33 | 0.438 | 0.949 |
| philine_lima | 1 | -89.6 | -4.62 | 0.44 | 12.5 | 0.304 | -49.1 | 22.8 | 3.94 | 2.26 | -47.1 | -16.1 |
| philomedes_sp | 0.11 | -329 | -0.0926 | 0.18 | -0.174 | -1774 | 0.567 | -0.463 | -0.719 | -0.384 | 0.393 | -1.37 |
| pholoe_longa | 1 | -822 | -469 | 165 | 267 | -35.9 | -310 | 352 | 610 | -461 | -141 | -364 |
| pholoe_sp | 0.53 | -0.414 | 0.0847 | -0.0343 | 0.24 | -0.475 | -1.52 | -0.795 | 0.883 | -0.781 | 0.914 | -0.542 |
| phoxocephalus_holbolli | 0.16 | -1.25 | -1.16 | 0.0504 | 0.171 | 0.0594 | -0.137 | 0.774 | 0.205 | -0.452 | -1.06 | -0.217 |
| polynoidae_spp | 0.17 | -0.775 | 1.27 | -0.398 | -0.561 | 0.441 | 0.196 | -0.548 | -0.646 | -0.525 | -0.0692 | 0.549 |
| pontogeneia_inermis | 1 | -71.9 | -28.9 | 17.1 | 37.9 | -7.89 | -19.2 | -30.6 | 56.3 | 1.37 | -8.74 | -5.77 |
| pontoporeia_femorata | 0.4 | -325 | 0.033 | 0.18 | 1.79 | -1771 | -2.8 | 0.533 | 1.86 | -2.26 | 2.01 | -1.41 |
| praxillella_praetermissa | 0.77 | -19.6 | 0.658 | -25 | 0.145 | -58 | 0.407 | -0.513 | 0.828 | -2.29 | 2.15 | -0.815 |
| propebela_turricula | 0.03 | -133 | 0.419 | -33.2 | -0.263 | -658 | 0.0206 | -0.726 | 0.0937 | -1.46 | 1.01 | -0.148 |
| protomedeia_fasciata | 0.25 | -314 | -0.524 | 1.2 | 2.44 | -1703 | -1.69 | 0.152 | 0.572 | 0.0147 | 1.26 | -2.46 |
| protomedeia_grandimana | 0.86 | -1.11 | -0.612 | 0.368 | -2 | -0.877 | -0.228 | 1.63 | 3.31 | -5.22 | -0.298 | 0.704 |
| puncturella_noachina | 1 | -60 | -26.2 | 14.1 | 11.7 | 1.14 | -19.7 | 15.2 | 15.7 | 4.22 | -14.7 | 8.95 |
| quasimelita_formosa | 0.07 | -1.87 | 0.422 | -0.32 | 0.812 | -7.25 | -0.0297 | -0.608 | 0.22 | -0.0489 | -0.924 | -0.467 |
| quasimelita_quadrispinosa | 1 | -93.5 | 61.7 | -19.5 | -39.9 | 48.2 | -72.5 | -11.6 | 48.4 | -59 | 20 | 14.5 |
| retusa_obtusa | 1 | -95.4 | -37.8 | 13.6 | 13.8 | 3.15 | -72 | 22.6 | 43.8 | 19.6 | -1.15 | -11.2 |
| sabellidae_spp | 0.94 | -11.8 | 1.5 | -32.6 | -3.91 | 1.98 | -4.05 | 2.05 | 2.54 | -3.87 | 2.82 | 0.204 |
| scoletoma_fragilis | 0.46 | -17.3 | -0.933 | -15.2 | 7.74 | 0.855 | -6.57 | 2.17 | 8.5 | -8.47 | 7.4 | -6.46 |
| scoletoma_sp | 0.5 | -39.9 | -13.9 | -25.3 | 3.33 | -52.4 | 6.27 | -3.03 | 8.85 | 2.41 | -15.5 | -9.58 |
| scoloplos_sp | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| serripes_groenlandicus | 1 | -2053 | -627 | 1002 | 2143 | -96.6 | -393 | 557 | 67.8 | 762 | 75.6 | -808 |
| sipuncula | 0.13 | -9.99 | 0.147 | -28.7 | 1.19 | -0.973 | -0.142 | -0.06 | 0.576 | -0.525 | -0.235 | -0.298 |
| solamen_glandula | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| solariella_sp | 0.87 | -11.8 | -4.94 | 0.621 | 4.06 | -16.5 | -1.36 | -1.45 | 2.22 | -1.19 | -0.586 | -6 |
| strongylocentrotus_sp | 1 | -147 | -82.1 | 14.9 | 64.6 | -190 | 10.2 | -29.8 | 37.7 | 7.74 | -2.55 | -69 |
| tachyrhynchus_erosus | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| thracia_septentrionalis | 0.78 | -2.81 | -0.33 | 0.257 | -0.0321 | 1.69 | -2.66 | 0.619 | 1.45 | -2.04 | -0.0535 | -2.02 |
| thyasira_gouldi | 0.29 | -1.77 | 0.652 | -0.421 | 0.0153 | -9.23 | 0.258 | -1.32 | 0.276 | -1.24 | 0.389 | 0.0382 |
| thyasira_sp | NA | -27.3 | -1.58e-14 | -3.54e-15 | -3.4e-15 | -7.3e-15 | -4.17e-15 | -3.67e-16 | 2.13e-14 | -5.02e-15 | 2.28e-14 | -1.2e-14 |
| trichotropis_bicarinata | 0.01 | -114 | 0.237 | -32.3 | 0.0442 | -545 | 0.194 | -0.241 | 0.349 | -0.0637 | -1.66 | -1.36 |
| turritellopsis_stimpsoni | 0.38 | -248 | 5.24 | -0.728 | -5.12 | -1312 | 1.86 | -1.72 | 1.21 | -3.64 | -3.01 | 1.2 |
| yoldia_myalis | 0.01 | -342 | 0.444 | -0.026 | -0.648 | -1845 | 0.182 | -0.205 | -0.374 | -0.392 | 0.393 | 0.105 |
Diagnostics for each model can be found here.
Influence indices
Diagnostics for each model can be found here.
2.2. Generalized Additive Models
To be added.
2.3. Random Forest Algorithms
To be added.
2.4. Hierarchical Models of Species Communities
First, we initiate the HMSC model with the chosen data, priors and parameters.
HMSC_model <- hmsc(HMSC_data, HMSC_param, HMSC_prior, family = "overPoisson", niter = 100000, nburn = 1000, thin = 100)Here are the diagnostics to evaluate each model’s quality.
Human activities
Trace plots
Explanatory power
Confidence intervals
Variance partitioning
Habitat parameters
Trace plots
Explanatory power
Confidence intervals
Variance partitioning
All variables
Trace plots
Explanatory power
Confidence intervals
Variance partitioning
Finally, we can predict the values of our parameters within BSI.